RutishauserLabtoNWB/events/newolddelay/python/analysis/demo/plotFigure5.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## This notebook will reproduce Figure 5 in the publication \"A NWB-based Dataset and Processing Pipeline of Human Single-Neuron Activity During a Declarative Memory Task\" by Chandravadia N. et al. \n",
    "\n",
    "#### *Note: Running the code might take some time (about 5 min) -- (due to reading from and extracting data from the NWB files)*\n",
    "\n",
    "* Author: [Nand Chandravadia](mailto:nandc10@ucla.edu)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\chandravadn1\\AppData\\Local\\Continuum\\anaconda3\\lib\\site-packages\\h5py\\__init__.py:36: FutureWarning: Conversion of the second argument of issubdtype from `float` to `np.floating` is deprecated. In future, it will be treated as `np.float64 == np.dtype(float).type`.\n",
      "  from ._conv import register_converters as _register_converters\n"
     ]
    }
   ],
   "source": [
    "#Figure 5 (Plot) \n",
    "\n",
    "import seaborn as sns\n",
    "import matplotlib.pyplot as plt\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "import os\n",
    "import sys\n",
    "from pynwb import NWBHDF5IO\n",
    "import matplotlib.pyplot as plt\n",
    "import seaborn as sns\n",
    "import RutishauserLabtoNWB.events.newolddelay.python.analysis.helper as helper\n",
    "import RutishauserLabtoNWB.events.newolddelay.python.analysis.single_neuron as single_neuron\n",
    "import configparser\n",
    "\n",
    "sns.set(style=\"ticks\", color_codes=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "# =====================================\n",
    "#Specfify where the NWB files are\n",
    "NWBFilePath = 'V:\\\\LabUsers\\\\chandravadian\\\\NWB Data\\\\test\\\\'\n",
    "# ==================================="
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "==============================================\n",
      "Session_id:  H09_5\n",
      "Channel:  1\n",
      "Cell_id:  0\n",
      "Number of spikes: 573\n",
      "==============================================\n",
      "Session_id:  H09_5\n",
      "Channel:  2\n",
      "Cell_id:  1\n",
      "Number of spikes: 298\n",
      "==============================================\n",
      "Session_id:  H09_5\n",
      "Channel:  2\n",
      "Cell_id:  1\n",
      "Number of spikes: 5547\n",
      "==============================================\n",
      "Session_id:  H09_5\n",
      "Channel:  3\n",
      "Cell_id:  2\n",
      "Number of spikes: 4596\n",
      "==============================================\n",
      "Session_id:  H09_5\n",
      "Channel:  4\n",
      "Cell_id:  3\n",
      "Number of spikes: 2859\n",
      "==============================================\n",
      "Session_id:  H09_5\n",
      "Channel:  4\n",
      "Cell_id:  3\n",
      "Number of spikes: 446\n",
      "==============================================\n",
      "Session_id:  H09_5\n",
      "Channel:  5\n",
      "Cell_id:  4\n",
      "Number of spikes: 4129\n",
      "==============================================\n",
      "Session_id:  H09_5\n",
      "Channel:  7\n",
      "Cell_id:  5\n",
      "Number of spikes: 1125\n",
      "==============================================\n",
      "Session_id:  H09_5\n",
      "Channel:  8\n",
      "Cell_id:  6\n",
      "Number of spikes: 614\n",
      "==============================================\n",
      "Session_id:  H09_5\n",
      "Channel:  8\n",
      "Cell_id:  6\n",
      "Number of spikes: 8023\n",
      "==============================================\n",
      "Session_id:  H09_5\n",
      "Channel:  18\n",
      "Cell_id:  7\n",
      "Number of spikes: 642\n",
      "==============================================\n",
      "Session_id:  H09_5\n",
      "Channel:  18\n",
      "Cell_id:  7\n",
      "Number of spikes: 1881\n",
      "==============================================\n",
      "Session_id:  H09_5\n",
      "Channel:  19\n",
      "Cell_id:  8\n",
      "Number of spikes: 4090\n",
      "==============================================\n",
      "Session_id:  H09_5\n",
      "Channel:  19\n",
      "Cell_id:  8\n",
      "Number of spikes: 531\n",
      "==============================================\n",
      "Session_id:  H09_5\n",
      "Channel:  20\n",
      "Cell_id:  9\n",
      "Number of spikes: 9418\n",
      "==============================================\n",
      "Session_id:  H09_5\n",
      "Channel:  20\n",
      "Cell_id:  9\n",
      "Number of spikes: 2804\n",
      "==============================================\n",
      "Session_id:  H09_5\n",
      "Channel:  20\n",
      "Cell_id:  9\n",
      "Number of spikes: 1028\n",
      "==============================================\n",
      "Session_id:  H09_5\n",
      "Channel:  21\n",
      "Cell_id:  10\n",
      "Number of spikes: 9303\n",
      "==============================================\n",
      "Session_id:  H09_5\n",
      "Channel:  22\n",
      "Cell_id:  11\n",
      "Number of spikes: 1392\n",
      "==============================================\n",
      "Session_id:  H09_5\n",
      "Channel:  22\n",
      "Cell_id:  11\n",
      "Number of spikes: 1363\n",
      "==============================================\n",
      "Session_id:  H09_5\n",
      "Channel:  23\n",
      "Cell_id:  12\n",
      "Number of spikes: 1827\n",
      "==============================================\n",
      "Session_id:  H09_5\n",
      "Channel:  24\n",
      "Cell_id:  13\n",
      "Number of spikes: 343\n",
      "==============================================\n",
      "Session_id:  H09_5\n",
      "Channel:  24\n",
      "Cell_id:  13\n",
      "Number of spikes: 7460\n",
      "==============================================\n",
      "Session_id:  H09_5\n",
      "Channel:  24\n",
      "Cell_id:  13\n",
      "Number of spikes: 2009\n",
      "Processing..:  H09_5  1   515\n",
      "Processing..:  H09_5  2   1359\n",
      "Processing..:  H09_5  2   1409\n",
      "Processing..:  H09_5  3   1236\n",
      "Processing..:  H09_5  4   761\n",
      "Processing..:  H09_5  4   795\n",
      "Processing..:  H09_5  5   1008\n",
      "Processing..:  H09_5  7   433\n",
      "Processing..:  H09_5  8   2507\n",
      "Processing..:  H09_5  8   2577\n",
      "Processing..:  H09_5  18   1717\n",
      "Processing..:  H09_5  18   1739\n",
      "Processing..:  H09_5  19   1970\n",
      "Processing..:  H09_5  19   1993\n",
      "Processing..:  H09_5  20   2128\n",
      "Processing..:  H09_5  20   2370\n",
      "Processing..:  H09_5  20   2385\n",
      "Processing..:  H09_5  21   2025\n",
      "Processing..:  H09_5  22   1256\n",
      "Processing..:  H09_5  22   1470\n",
      "Processing..:  H09_5  23   1125\n",
      "Processing..:  H09_5  24   1820\n",
      "Processing..:  H09_5  24   2494\n",
      "Processing..:  H09_5  24   2529\n",
      "==============================================\n",
      "Session_id:  H09_6\n",
      "Channel:  2\n",
      "Cell_id:  0\n",
      "Number of spikes: 1180\n",
      "==============================================\n",
      "Session_id:  H09_6\n",
      "Channel:  3\n",
      "Cell_id:  1\n",
      "Number of spikes: 880\n",
      "==============================================\n",
      "Session_id:  H09_6\n",
      "Channel:  4\n",
      "Cell_id:  2\n",
      "Number of spikes: 2943\n",
      "==============================================\n",
      "Session_id:  H09_6\n",
      "Channel:  5\n",
      "Cell_id:  3\n",
      "Number of spikes: 2916\n",
      "==============================================\n",
      "Session_id:  H09_6\n",
      "Channel:  6\n",
      "Cell_id:  4\n",
      "Number of spikes: 629\n",
      "==============================================\n",
      "Session_id:  H09_6\n",
      "Channel:  6\n",
      "Cell_id:  4\n",
      "Number of spikes: 1745\n",
      "==============================================\n",
      "Session_id:  H09_6\n",
      "Channel:  8\n",
      "Cell_id:  5\n",
      "Number of spikes: 1066\n",
      "==============================================\n",
      "Session_id:  H09_6\n",
      "Channel:  8\n",
      "Cell_id:  5\n",
      "Number of spikes: 1010\n",
      "==============================================\n",
      "Session_id:  H09_6\n",
      "Channel:  18\n",
      "Cell_id:  6\n",
      "Number of spikes: 1652\n",
      "==============================================\n",
      "Session_id:  H09_6\n",
      "Channel:  18\n",
      "Cell_id:  6\n",
      "Number of spikes: 2017\n",
      "==============================================\n",
      "Session_id:  H09_6\n",
      "Channel:  19\n",
      "Cell_id:  7\n",
      "Number of spikes: 1216\n",
      "==============================================\n",
      "Session_id:  H09_6\n",
      "Channel:  19\n",
      "Cell_id:  7\n",
      "Number of spikes: 1883\n",
      "==============================================\n",
      "Session_id:  H09_6\n",
      "Channel:  20\n",
      "Cell_id:  8\n",
      "Number of spikes: 1642\n",
      "==============================================\n",
      "Session_id:  H09_6\n",
      "Channel:  21\n",
      "Cell_id:  9\n",
      "Number of spikes: 811\n",
      "==============================================\n",
      "Session_id:  H09_6\n",
      "Channel:  21\n",
      "Cell_id:  9\n",
      "Number of spikes: 2157\n",
      "==============================================\n",
      "Session_id:  H09_6\n",
      "Channel:  22\n",
      "Cell_id:  10\n",
      "Number of spikes: 2466\n",
      "==============================================\n",
      "Session_id:  H09_6\n",
      "Channel:  24\n",
      "Cell_id:  11\n",
      "Number of spikes: 3215\n",
      "==============================================\n",
      "Session_id:  H09_6\n",
      "Channel:  28\n",
      "Cell_id:  12\n",
      "Number of spikes: 1102\n",
      "==============================================\n",
      "Session_id:  H09_6\n",
      "Channel:  28\n",
      "Cell_id:  12\n",
      "Number of spikes: 541\n",
      "Processing..:  H09_6  2   853\n",
      "Processing..:  H09_6  3   1044\n",
      "Processing..:  H09_6  4   1251\n",
      "Processing..:  H09_6  5   1373\n",
      "Processing..:  H09_6  6   1072\n",
      "Processing..:  H09_6  6   1267\n",
      "Processing..:  H09_6  8   1218\n",
      "Processing..:  H09_6  8   1229\n",
      "Processing..:  H09_6  18   831\n",
      "Processing..:  H09_6  18   963\n",
      "Processing..:  H09_6  19   920\n",
      "Processing..:  H09_6  19   950\n",
      "Processing..:  H09_6  20   540\n",
      "Processing..:  H09_6  21   804\n",
      "Processing..:  H09_6  21   872\n",
      "Processing..:  H09_6  22   760\n",
      "Processing..:  H09_6  24   809\n",
      "Processing..:  H09_6  28   563\n",
      "Processing..:  H09_6  28   581\n",
      "==============================================\n",
      "Session_id:  H10_7\n",
      "Channel:  1\n",
      "Cell_id:  0\n",
      "Number of spikes: 1809\n",
      "==============================================\n",
      "Session_id:  H10_7\n",
      "Channel:  2\n",
      "Cell_id:  1\n",
      "Number of spikes: 2057\n",
      "==============================================\n",
      "Session_id:  H10_7\n",
      "Channel:  2\n",
      "Cell_id:  1\n",
      "Number of spikes: 4298\n",
      "==============================================\n",
      "Session_id:  H10_7\n",
      "Channel:  3\n",
      "Cell_id:  2\n",
      "Number of spikes: 1188\n",
      "==============================================\n",
      "Session_id:  H10_7\n",
      "Channel:  3\n",
      "Cell_id:  2\n",
      "Number of spikes: 8091\n",
      "==============================================\n",
      "Session_id:  H10_7\n",
      "Channel:  4\n",
      "Cell_id:  3\n",
      "Number of spikes: 2107\n",
      "==============================================\n",
      "Session_id:  H10_7\n",
      "Channel:  4\n",
      "Cell_id:  3\n",
      "Number of spikes: 1009\n",
      "==============================================\n",
      "Session_id:  H10_7\n",
      "Channel:  4\n",
      "Cell_id:  3\n",
      "Number of spikes: 1869\n",
      "==============================================\n",
      "Session_id:  H10_7\n",
      "Channel:  5\n",
      "Cell_id:  4\n",
      "Number of spikes: 684\n",
      "==============================================\n",
      "Session_id:  H10_7\n",
      "Channel:  5\n",
      "Cell_id:  4\n",
      "Number of spikes: 2176\n",
      "==============================================\n",
      "Session_id:  H10_7\n",
      "Channel:  6\n",
      "Cell_id:  5\n",
      "Number of spikes: 194\n",
      "==============================================\n",
      "Session_id:  H10_7\n",
      "Channel:  6\n",
      "Cell_id:  5\n",
      "Number of spikes: 460\n",
      "==============================================\n",
      "Session_id:  H10_7\n",
      "Channel:  6\n",
      "Cell_id:  5\n",
      "Number of spikes: 1719\n",
      "==============================================\n",
      "Session_id:  H10_7\n",
      "Channel:  6\n",
      "Cell_id:  5\n",
      "Number of spikes: 1230\n",
      "==============================================\n",
      "Session_id:  H10_7\n",
      "Channel:  8\n",
      "Cell_id:  6\n",
      "Number of spikes: 1935\n",
      "==============================================\n",
      "Session_id:  H10_7\n",
      "Channel:  8\n",
      "Cell_id:  6\n",
      "Number of spikes: 423\n",
      "==============================================\n",
      "Session_id:  H10_7\n",
      "Channel:  8\n",
      "Cell_id:  6\n",
      "Number of spikes: 3434\n",
      "==============================================\n",
      "Session_id:  H10_7\n",
      "Channel:  13\n",
      "Cell_id:  7\n",
      "Number of spikes: 7511\n",
      "==============================================\n",
      "Session_id:  H10_7\n",
      "Channel:  14\n",
      "Cell_id:  8\n",
      "Number of spikes: 9402\n",
      "==============================================\n",
      "Session_id:  H10_7\n",
      "Channel:  15\n",
      "Cell_id:  9\n",
      "Number of spikes: 4325\n",
      "==============================================\n",
      "Session_id:  H10_7\n",
      "Channel:  16\n",
      "Cell_id:  10\n",
      "Number of spikes: 7948\n",
      "==============================================\n",
      "Session_id:  H10_7\n",
      "Channel:  17\n",
      "Cell_id:  11\n",
      "Number of spikes: 571\n",
      "==============================================\n",
      "Session_id:  H10_7\n",
      "Channel:  18\n",
      "Cell_id:  12\n",
      "Number of spikes: 567\n",
      "==============================================\n",
      "Session_id:  H10_7\n",
      "Channel:  18\n",
      "Cell_id:  12\n",
      "Number of spikes: 2998\n",
      "==============================================\n",
      "Session_id:  H10_7\n",
      "Channel:  18\n",
      "Cell_id:  12\n",
      "Number of spikes: 254\n",
      "==============================================\n",
      "Session_id:  H10_7\n",
      "Channel:  19\n",
      "Cell_id:  13\n",
      "Number of spikes: 155\n",
      "==============================================\n",
      "Session_id:  H10_7\n",
      "Channel:  19\n",
      "Cell_id:  13\n",
      "Number of spikes: 521\n",
      "==============================================\n",
      "Session_id:  H10_7\n",
      "Channel:  20\n",
      "Cell_id:  14\n",
      "Number of spikes: 4501\n",
      "==============================================\n",
      "Session_id:  H10_7\n",
      "Channel:  20\n",
      "Cell_id:  14\n",
      "Number of spikes: 619\n",
      "==============================================\n",
      "Session_id:  H10_7\n",
      "Channel:  22\n",
      "Cell_id:  15\n",
      "Number of spikes: 304\n",
      "==============================================\n",
      "Session_id:  H10_7\n",
      "Channel:  22\n",
      "Cell_id:  15\n",
      "Number of spikes: 6810\n",
      "==============================================\n",
      "Session_id:  H10_7\n",
      "Channel:  22\n",
      "Cell_id:  15\n",
      "Number of spikes: 1762\n",
      "==============================================\n",
      "Session_id:  H10_7\n",
      "Channel:  22\n",
      "Cell_id:  15\n",
      "Number of spikes: 3946\n",
      "==============================================\n",
      "Session_id:  H10_7\n",
      "Channel:  23\n",
      "Cell_id:  16\n",
      "Number of spikes: 744\n",
      "==============================================\n",
      "Session_id:  H10_7\n",
      "Channel:  23\n",
      "Cell_id:  16\n",
      "Number of spikes: 2955\n",
      "==============================================\n",
      "Session_id:  H10_7\n",
      "Channel:  23\n",
      "Cell_id:  16\n",
      "Number of spikes: 1392\n",
      "==============================================\n",
      "Session_id:  H10_7\n",
      "Channel:  24\n",
      "Cell_id:  17\n",
      "Number of spikes: 2743\n",
      "==============================================\n",
      "Session_id:  H10_7\n",
      "Channel:  24\n",
      "Cell_id:  17\n",
      "Number of spikes: 3093\n",
      "Processing..:  H10_7  1   970\n",
      "Processing..:  H10_7  2   2519\n",
      "Processing..:  H10_7  2   2569\n",
      "Processing..:  H10_7  3   2808\n",
      "Processing..:  H10_7  3   3048\n",
      "Processing..:  H10_7  4   4126\n",
      "Processing..:  H10_7  4   4245\n",
      "Processing..:  H10_7  4   4329\n",
      "Processing..:  H10_7  5   2498\n",
      "Processing..:  H10_7  5   2530\n",
      "Processing..:  H10_7  6   2088\n",
      "Processing..:  H10_7  6   2095\n",
      "Processing..:  H10_7  6   2332\n",
      "Processing..:  H10_7  6   2357\n",
      "Processing..:  H10_7  8   2498\n",
      "Processing..:  H10_7  8   2585\n",
      "Processing..:  H10_7  8   2598\n",
      "Processing..:  H10_7  13   2742\n",
      "Processing..:  H10_7  14   1413\n",
      "Processing..:  H10_7  15   1179\n",
      "Processing..:  H10_7  16   2647\n",
      "Processing..:  H10_7  17   2468\n",
      "Processing..:  H10_7  18   4603\n",
      "Processing..:  H10_7  18   4648\n",
      "Processing..:  H10_7  18   4693\n",
      "Processing..:  H10_7  19   4455\n",
      "Processing..:  H10_7  19   4961\n",
      "Processing..:  H10_7  20   4528\n",
      "Processing..:  H10_7  20   4564\n",
      "Processing..:  H10_7  22   5823\n",
      "Processing..:  H10_7  22   5894\n",
      "Processing..:  H10_7  22   5909\n",
      "Processing..:  H10_7  22   5931\n",
      "Processing..:  H10_7  23   5443\n",
      "Processing..:  H10_7  23   5457\n",
      "Processing..:  H10_7  23   5459\n",
      "Processing..:  H10_7  24   3846\n",
      "Processing..:  H10_7  24   3848\n",
      "==============================================\n",
      "Session_id:  H11_9\n",
      "Channel:  2\n",
      "Cell_id:  0\n",
      "Number of spikes: 373\n",
      "==============================================\n",
      "Session_id:  H11_9\n",
      "Channel:  2\n",
      "Cell_id:  0\n",
      "Number of spikes: 1613\n",
      "==============================================\n",
      "Session_id:  H11_9\n",
      "Channel:  2\n",
      "Cell_id:  0\n",
      "Number of spikes: 600\n",
      "==============================================\n",
      "Session_id:  H11_9\n",
      "Channel:  2\n",
      "Cell_id:  0\n",
      "Number of spikes: 1296\n",
      "==============================================\n",
      "Session_id:  H11_9\n",
      "Channel:  3\n",
      "Cell_id:  1\n",
      "Number of spikes: 437\n",
      "==============================================\n",
      "Session_id:  H11_9\n",
      "Channel:  3\n",
      "Cell_id:  1\n",
      "Number of spikes: 2566\n",
      "==============================================\n",
      "Session_id:  H11_9\n",
      "Channel:  3\n",
      "Cell_id:  1\n",
      "Number of spikes: 395\n",
      "==============================================\n",
      "Session_id:  H11_9\n",
      "Channel:  3\n",
      "Cell_id:  1\n",
      "Number of spikes: 2116\n",
      "==============================================\n",
      "Session_id:  H11_9\n",
      "Channel:  3\n",
      "Cell_id:  1\n",
      "Number of spikes: 1557\n",
      "==============================================\n",
      "Session_id:  H11_9\n",
      "Channel:  4\n",
      "Cell_id:  2\n",
      "Number of spikes: 1027\n",
      "==============================================\n",
      "Session_id:  H11_9\n",
      "Channel:  4\n",
      "Cell_id:  2\n",
      "Number of spikes: 2954\n",
      "==============================================\n",
      "Session_id:  H11_9\n",
      "Channel:  4\n",
      "Cell_id:  2\n",
      "Number of spikes: 669\n",
      "==============================================\n",
      "Session_id:  H11_9\n",
      "Channel:  4\n",
      "Cell_id:  2\n",
      "Number of spikes: 4076\n",
      "==============================================\n",
      "Session_id:  H11_9\n",
      "Channel:  6\n",
      "Cell_id:  3\n",
      "Number of spikes: 74\n",
      "==============================================\n",
      "Session_id:  H11_9\n",
      "Channel:  6\n",
      "Cell_id:  3\n",
      "Number of spikes: 6443\n",
      "==============================================\n",
      "Session_id:  H11_9\n",
      "Channel:  6\n",
      "Cell_id:  3\n",
      "Number of spikes: 2450\n",
      "==============================================\n",
      "Session_id:  H11_9\n",
      "Channel:  7\n",
      "Cell_id:  4\n",
      "Number of spikes: 2751\n",
      "==============================================\n",
      "Session_id:  H11_9\n",
      "Channel:  8\n",
      "Cell_id:  5\n",
      "Number of spikes: 2546\n",
      "==============================================\n",
      "Session_id:  H11_9\n",
      "Channel:  19\n",
      "Cell_id:  6\n",
      "Number of spikes: 418\n",
      "==============================================\n",
      "Session_id:  H11_9\n",
      "Channel:  19\n",
      "Cell_id:  6\n",
      "Number of spikes: 2097\n",
      "==============================================\n",
      "Session_id:  H11_9\n",
      "Channel:  21\n",
      "Cell_id:  7\n",
      "Number of spikes: 179\n",
      "==============================================\n",
      "Session_id:  H11_9\n",
      "Channel:  21\n",
      "Cell_id:  7\n",
      "Number of spikes: 532\n",
      "==============================================\n",
      "Session_id:  H11_9\n",
      "Channel:  21\n",
      "Cell_id:  7\n",
      "Number of spikes: 2560\n",
      "==============================================\n",
      "Session_id:  H11_9\n",
      "Channel:  22\n",
      "Cell_id:  8\n",
      "Number of spikes: 565\n",
      "==============================================\n",
      "Session_id:  H11_9\n",
      "Channel:  22\n",
      "Cell_id:  8\n",
      "Number of spikes: 541\n",
      "Processing..:  H11_9  2   1102\n",
      "Processing..:  H11_9  2   1172\n",
      "Processing..:  H11_9  2   1192\n",
      "Processing..:  H11_9  2   1218\n",
      "Processing..:  H11_9  3   2017\n",
      "Processing..:  H11_9  3   2032\n",
      "Processing..:  H11_9  3   2050\n",
      "Processing..:  H11_9  3   2055\n",
      "Processing..:  H11_9  3   2080\n",
      "Processing..:  H11_9  4   3017\n",
      "Processing..:  H11_9  4   3057\n",
      "Processing..:  H11_9  4   3062\n",
      "Processing..:  H11_9  4   3071\n",
      "Processing..:  H11_9  6   3164\n",
      "Processing..:  H11_9  6   3278\n",
      "Processing..:  H11_9  6   3401\n",
      "Processing..:  H11_9  7   793\n",
      "Processing..:  H11_9  8   608\n",
      "Processing..:  H11_9  19   916\n",
      "Processing..:  H11_9  19   919\n",
      "Processing..:  H11_9  21   1475\n",
      "Processing..:  H11_9  21   1489\n",
      "Processing..:  H11_9  21   1536\n",
      "Processing..:  H11_9  22   455\n",
      "Processing..:  H11_9  22   689\n",
      "==============================================\n",
      "Session_id:  H14_17\n",
      "Channel:  3\n",
      "Cell_id:  0\n",
      "Number of spikes: 21776\n",
      "==============================================\n",
      "Session_id:  H14_17\n",
      "Channel:  3\n",
      "Cell_id:  0\n",
      "Number of spikes: 8454\n",
      "==============================================\n",
      "Session_id:  H14_17\n",
      "Channel:  4\n",
      "Cell_id:  1\n",
      "Number of spikes: 1156\n",
      "==============================================\n",
      "Session_id:  H14_17\n",
      "Channel:  4\n",
      "Cell_id:  1\n",
      "Number of spikes: 5116\n",
      "==============================================\n",
      "Session_id:  H14_17\n",
      "Channel:  4\n",
      "Cell_id:  1\n",
      "Number of spikes: 6169\n",
      "==============================================\n",
      "Session_id:  H14_17\n",
      "Channel:  5\n",
      "Cell_id:  2\n",
      "Number of spikes: 11920\n",
      "==============================================\n",
      "Session_id:  H14_17\n",
      "Channel:  5\n",
      "Cell_id:  2\n",
      "Number of spikes: 6890\n",
      "==============================================\n",
      "Session_id:  H14_17\n",
      "Channel:  6\n",
      "Cell_id:  3\n",
      "Number of spikes: 1020\n",
      "==============================================\n",
      "Session_id:  H14_17\n",
      "Channel:  6\n",
      "Cell_id:  3\n",
      "Number of spikes: 3197\n",
      "==============================================\n",
      "Session_id:  H14_17\n",
      "Channel:  6\n",
      "Cell_id:  3\n",
      "Number of spikes: 2054\n",
      "==============================================\n",
      "Session_id:  H14_17\n",
      "Channel:  6\n",
      "Cell_id:  3\n",
      "Number of spikes: 4323\n",
      "==============================================\n",
      "Session_id:  H14_17\n",
      "Channel:  7\n",
      "Cell_id:  4\n",
      "Number of spikes: 2391\n",
      "==============================================\n",
      "Session_id:  H14_17\n",
      "Channel:  7\n",
      "Cell_id:  4\n",
      "Number of spikes: 507\n",
      "==============================================\n",
      "Session_id:  H14_17\n",
      "Channel:  7\n",
      "Cell_id:  4\n",
      "Number of spikes: 3800\n",
      "==============================================\n",
      "Session_id:  H14_17\n",
      "Channel:  7\n",
      "Cell_id:  4\n",
      "Number of spikes: 3003\n",
      "==============================================\n",
      "Session_id:  H14_17\n",
      "Channel:  7\n",
      "Cell_id:  4\n",
      "Number of spikes: 1239\n",
      "==============================================\n",
      "Session_id:  H14_17\n",
      "Channel:  11\n",
      "Cell_id:  5\n",
      "Number of spikes: 1115\n",
      "==============================================\n",
      "Session_id:  H14_17\n",
      "Channel:  11\n",
      "Cell_id:  5\n",
      "Number of spikes: 2611\n",
      "==============================================\n",
      "Session_id:  H14_17\n",
      "Channel:  12\n",
      "Cell_id:  6\n",
      "Number of spikes: 2533\n",
      "==============================================\n",
      "Session_id:  H14_17\n",
      "Channel:  12\n",
      "Cell_id:  6\n",
      "Number of spikes: 2442\n",
      "==============================================\n",
      "Session_id:  H14_17\n",
      "Channel:  13\n",
      "Cell_id:  7\n",
      "Number of spikes: 9807\n",
      "==============================================\n",
      "Session_id:  H14_17\n",
      "Channel:  15\n",
      "Cell_id:  8\n",
      "Number of spikes: 8937\n",
      "==============================================\n",
      "Session_id:  H14_17\n",
      "Channel:  15\n",
      "Cell_id:  8\n",
      "Number of spikes: 1165\n",
      "Processing..:  H14_17  3   8283\n",
      "Processing..:  H14_17  3   8554\n",
      "Processing..:  H14_17  4   3842\n",
      "Processing..:  H14_17  4   3862\n",
      "Processing..:  H14_17  4   3873\n",
      "Processing..:  H14_17  5   5150\n",
      "Processing..:  H14_17  5   5154\n",
      "Processing..:  H14_17  6   2593\n",
      "Processing..:  H14_17  6   2624\n",
      "Processing..:  H14_17  6   2626\n",
      "Processing..:  H14_17  6   2634\n",
      "Processing..:  H14_17  7   2996\n",
      "Processing..:  H14_17  7   3393\n",
      "Processing..:  H14_17  7   3411\n",
      "Processing..:  H14_17  7   3415\n",
      "Processing..:  H14_17  7   3421\n",
      "Processing..:  H14_17  11   986\n",
      "Processing..:  H14_17  11   1015\n",
      "Processing..:  H14_17  12   1334\n",
      "Processing..:  H14_17  12   1405\n",
      "Processing..:  H14_17  13   2402\n",
      "Processing..:  H14_17  15   1606\n",
      "Processing..:  H14_17  15   1619\n",
      "==============================================\n",
      "Session_id:  H14_18\n",
      "Channel:  1\n",
      "Cell_id:  0\n",
      "Number of spikes: 1467\n",
      "==============================================\n",
      "Session_id:  H14_18\n",
      "Channel:  3\n",
      "Cell_id:  1\n",
      "Number of spikes: 561\n",
      "==============================================\n",
      "Session_id:  H14_18\n",
      "Channel:  3\n",
      "Cell_id:  1\n",
      "Number of spikes: 908\n",
      "==============================================\n",
      "Session_id:  H14_18\n",
      "Channel:  3\n",
      "Cell_id:  1\n",
      "Number of spikes: 3161\n",
      "==============================================\n",
      "Session_id:  H14_18\n",
      "Channel:  3\n",
      "Cell_id:  1\n",
      "Number of spikes: 5061\n",
      "==============================================\n",
      "Session_id:  H14_18\n",
      "Channel:  4\n",
      "Cell_id:  2\n",
      "Number of spikes: 873\n",
      "==============================================\n",
      "Session_id:  H14_18\n",
      "Channel:  4\n",
      "Cell_id:  2\n",
      "Number of spikes: 782\n",
      "==============================================\n",
      "Session_id:  H14_18\n",
      "Channel:  4\n",
      "Cell_id:  2\n",
      "Number of spikes: 2474\n",
      "==============================================\n",
      "Session_id:  H14_18\n",
      "Channel:  4\n",
      "Cell_id:  2\n",
      "Number of spikes: 2024\n",
      "==============================================\n",
      "Session_id:  H14_18\n",
      "Channel:  4\n",
      "Cell_id:  2\n",
      "Number of spikes: 2789\n",
      "==============================================\n",
      "Session_id:  H14_18\n",
      "Channel:  5\n",
      "Cell_id:  3\n",
      "Number of spikes: 953\n",
      "==============================================\n",
      "Session_id:  H14_18\n",
      "Channel:  5\n",
      "Cell_id:  3\n",
      "Number of spikes: 490\n",
      "==============================================\n",
      "Session_id:  H14_18\n",
      "Channel:  5\n",
      "Cell_id:  3\n",
      "Number of spikes: 2779\n",
      "==============================================\n",
      "Session_id:  H14_18\n",
      "Channel:  5\n",
      "Cell_id:  3\n",
      "Number of spikes: 411\n",
      "==============================================\n",
      "Session_id:  H14_18\n",
      "Channel:  5\n",
      "Cell_id:  3\n",
      "Number of spikes: 221\n",
      "==============================================\n",
      "Session_id:  H14_18\n",
      "Channel:  5\n",
      "Cell_id:  3\n",
      "Number of spikes: 706\n",
      "==============================================\n",
      "Session_id:  H14_18\n",
      "Channel:  6\n",
      "Cell_id:  4\n",
      "Number of spikes: 1049\n",
      "==============================================\n",
      "Session_id:  H14_18\n",
      "Channel:  6\n",
      "Cell_id:  4\n",
      "Number of spikes: 505\n",
      "==============================================\n",
      "Session_id:  H14_18\n",
      "Channel:  6\n",
      "Cell_id:  4\n",
      "Number of spikes: 492\n",
      "==============================================\n",
      "Session_id:  H14_18\n",
      "Channel:  6\n",
      "Cell_id:  4\n",
      "Number of spikes: 1639\n",
      "==============================================\n",
      "Session_id:  H14_18\n",
      "Channel:  6\n",
      "Cell_id:  4\n",
      "Number of spikes: 4454\n",
      "==============================================\n",
      "Session_id:  H14_18\n",
      "Channel:  6\n",
      "Cell_id:  4\n",
      "Number of spikes: 17621\n",
      "==============================================\n",
      "Session_id:  H14_18\n",
      "Channel:  7\n",
      "Cell_id:  5\n",
      "Number of spikes: 513\n",
      "==============================================\n",
      "Session_id:  H14_18\n",
      "Channel:  7\n",
      "Cell_id:  5\n",
      "Number of spikes: 1038\n",
      "==============================================\n",
      "Session_id:  H14_18\n",
      "Channel:  7\n",
      "Cell_id:  5\n",
      "Number of spikes: 1749\n",
      "==============================================\n",
      "Session_id:  H14_18\n",
      "Channel:  7\n",
      "Cell_id:  5\n",
      "Number of spikes: 9371\n",
      "==============================================\n",
      "Session_id:  H14_18\n",
      "Channel:  7\n",
      "Cell_id:  5\n",
      "Number of spikes: 4630\n",
      "==============================================\n",
      "Session_id:  H14_18\n",
      "Channel:  10\n",
      "Cell_id:  6\n",
      "Number of spikes: 4231\n",
      "==============================================\n",
      "Session_id:  H14_18\n",
      "Channel:  11\n",
      "Cell_id:  7\n",
      "Number of spikes: 1439\n",
      "==============================================\n",
      "Session_id:  H14_18\n",
      "Channel:  11\n",
      "Cell_id:  7\n",
      "Number of spikes: 1513\n",
      "==============================================\n",
      "Session_id:  H14_18\n",
      "Channel:  13\n",
      "Cell_id:  8\n",
      "Number of spikes: 3173\n",
      "==============================================\n",
      "Session_id:  H14_18\n",
      "Channel:  13\n",
      "Cell_id:  8\n",
      "Number of spikes: 5357\n",
      "==============================================\n",
      "Session_id:  H14_18\n",
      "Channel:  15\n",
      "Cell_id:  9\n",
      "Number of spikes: 34436\n",
      "Processing..:  H14_18  1   4059\n",
      "Processing..:  H14_18  3   2173\n",
      "Processing..:  H14_18  3   2462\n",
      "Processing..:  H14_18  3   3397\n",
      "Processing..:  H14_18  3   3412\n",
      "Processing..:  H14_18  4   2506\n",
      "Processing..:  H14_18  4   2664\n",
      "Processing..:  H14_18  4   2772\n",
      "Processing..:  H14_18  4   2854\n",
      "Processing..:  H14_18  4   2899\n",
      "Processing..:  H14_18  5   1185\n",
      "Processing..:  H14_18  5   1230\n",
      "Processing..:  H14_18  5   1291\n",
      "Processing..:  H14_18  5   1342\n",
      "Processing..:  H14_18  5   1410\n",
      "Processing..:  H14_18  5   1443\n",
      "Processing..:  H14_18  6   4507\n",
      "Processing..:  H14_18  6   5072\n",
      "Processing..:  H14_18  6   5806\n",
      "Processing..:  H14_18  6   6304\n",
      "Processing..:  H14_18  6   6479\n",
      "Processing..:  H14_18  6   6497\n",
      "Processing..:  H14_18  7   1179\n",
      "Processing..:  H14_18  7   3454\n",
      "Processing..:  H14_18  7   4444\n",
      "Processing..:  H14_18  7   4842\n",
      "Processing..:  H14_18  7   4877\n",
      "Processing..:  H14_18  10   2314\n",
      "Processing..:  H14_18  11   976\n",
      "Processing..:  H14_18  11   1180\n",
      "Processing..:  H14_18  13   2943\n",
      "Processing..:  H14_18  13   2965\n",
      "Processing..:  H14_18  15   5230\n",
      "==============================================\n",
      "Session_id:  H15_20\n",
      "Channel:  15\n",
      "Cell_id:  0\n",
      "Number of spikes: 46\n",
      "==============================================\n",
      "Session_id:  H15_20\n",
      "Channel:  15\n",
      "Cell_id:  0\n",
      "Number of spikes: 3076\n",
      "==============================================\n",
      "Session_id:  H15_20\n",
      "Channel:  17\n",
      "Cell_id:  1\n",
      "Number of spikes: 2735\n",
      "==============================================\n",
      "Session_id:  H15_20\n",
      "Channel:  18\n",
      "Cell_id:  2\n",
      "Number of spikes: 509\n",
      "==============================================\n",
      "Session_id:  H15_20\n",
      "Channel:  18\n",
      "Cell_id:  2\n",
      "Number of spikes: 2205\n",
      "==============================================\n",
      "Session_id:  H15_20\n",
      "Channel:  19\n",
      "Cell_id:  3\n",
      "Number of spikes: 254\n",
      "==============================================\n",
      "Session_id:  H15_20\n",
      "Channel:  19\n",
      "Cell_id:  3\n",
      "Number of spikes: 128\n",
      "==============================================\n",
      "Session_id:  H15_20\n",
      "Channel:  19\n",
      "Cell_id:  3\n",
      "Number of spikes: 1584\n",
      "==============================================\n",
      "Session_id:  H15_20\n",
      "Channel:  20\n",
      "Cell_id:  4\n",
      "Number of spikes: 784\n",
      "==============================================\n",
      "Session_id:  H15_20\n",
      "Channel:  20\n",
      "Cell_id:  4\n",
      "Number of spikes: 3532\n",
      "==============================================\n",
      "Session_id:  H15_20\n",
      "Channel:  20\n",
      "Cell_id:  4\n",
      "Number of spikes: 844\n",
      "==============================================\n",
      "Session_id:  H15_20\n",
      "Channel:  21\n",
      "Cell_id:  5\n",
      "Number of spikes: 4842\n",
      "==============================================\n",
      "Session_id:  H15_20\n",
      "Channel:  21\n",
      "Cell_id:  5\n",
      "Number of spikes: 909\n",
      "==============================================\n",
      "Session_id:  H15_20\n",
      "Channel:  22\n",
      "Cell_id:  6\n",
      "Number of spikes: 1657\n",
      "==============================================\n",
      "Session_id:  H15_20\n",
      "Channel:  23\n",
      "Cell_id:  7\n",
      "Number of spikes: 2580\n",
      "==============================================\n",
      "Session_id:  H15_20\n",
      "Channel:  23\n",
      "Cell_id:  7\n",
      "Number of spikes: 723\n",
      "==============================================\n",
      "Session_id:  H15_20\n",
      "Channel:  25\n",
      "Cell_id:  8\n",
      "Number of spikes: 6078\n",
      "==============================================\n",
      "Session_id:  H15_20\n",
      "Channel:  29\n",
      "Cell_id:  9\n",
      "Number of spikes: 11433\n",
      "==============================================\n",
      "Session_id:  H15_20\n",
      "Channel:  29\n",
      "Cell_id:  9\n",
      "Number of spikes: 5829\n",
      "==============================================\n",
      "Session_id:  H15_20\n",
      "Channel:  31\n",
      "Cell_id:  10\n",
      "Number of spikes: 2464\n",
      "Processing..:  H15_20  15   1008\n",
      "Processing..:  H15_20  15   1391\n",
      "Processing..:  H15_20  17   1206\n",
      "Processing..:  H15_20  18   955\n",
      "Processing..:  H15_20  18   1030\n",
      "Processing..:  H15_20  19   904\n",
      "Processing..:  H15_20  19   1055\n",
      "Processing..:  H15_20  19   1079\n",
      "Processing..:  H15_20  20   1449\n",
      "Processing..:  H15_20  20   1453\n",
      "Processing..:  H15_20  20   1524\n",
      "Processing..:  H15_20  21   1769\n",
      "Processing..:  H15_20  21   1806\n",
      "Processing..:  H15_20  22   886\n",
      "Processing..:  H15_20  23   915\n",
      "Processing..:  H15_20  23   1091\n",
      "Processing..:  H15_20  25   1738\n",
      "Processing..:  H15_20  29   5841\n",
      "Processing..:  H15_20  29   5938\n",
      "Processing..:  H15_20  31   620\n",
      "==============================================\n",
      "Session_id:  H15_21\n",
      "Channel:  17\n",
      "Cell_id:  0\n",
      "Number of spikes: 2691\n",
      "==============================================\n",
      "Session_id:  H15_21\n",
      "Channel:  18\n",
      "Cell_id:  1\n",
      "Number of spikes: 3165\n",
      "==============================================\n",
      "Session_id:  H15_21\n",
      "Channel:  18\n",
      "Cell_id:  1\n",
      "Number of spikes: 3921\n",
      "==============================================\n",
      "Session_id:  H15_21\n",
      "Channel:  19\n",
      "Cell_id:  2\n",
      "Number of spikes: 16163\n",
      "==============================================\n",
      "Session_id:  H15_21\n",
      "Channel:  20\n",
      "Cell_id:  3\n",
      "Number of spikes: 1039\n",
      "==============================================\n",
      "Session_id:  H15_21\n",
      "Channel:  20\n",
      "Cell_id:  3\n",
      "Number of spikes: 375\n",
      "==============================================\n",
      "Session_id:  H15_21\n",
      "Channel:  20\n",
      "Cell_id:  3\n",
      "Number of spikes: 9611\n",
      "==============================================\n",
      "Session_id:  H15_21\n",
      "Channel:  21\n",
      "Cell_id:  4\n",
      "Number of spikes: 12766\n",
      "==============================================\n",
      "Session_id:  H15_21\n",
      "Channel:  21\n",
      "Cell_id:  4\n",
      "Number of spikes: 2618\n",
      "==============================================\n",
      "Session_id:  H15_21\n",
      "Channel:  22\n",
      "Cell_id:  5\n",
      "Number of spikes: 3404\n",
      "==============================================\n",
      "Session_id:  H15_21\n",
      "Channel:  29\n",
      "Cell_id:  6\n",
      "Number of spikes: 6961\n",
      "==============================================\n",
      "Session_id:  H15_21\n",
      "Channel:  29\n",
      "Cell_id:  6\n",
      "Number of spikes: 3123\n",
      "==============================================\n",
      "Session_id:  H15_21\n",
      "Channel:  29\n",
      "Cell_id:  6\n",
      "Number of spikes: 2261\n",
      "==============================================\n",
      "Session_id:  H15_21\n",
      "Channel:  29\n",
      "Cell_id:  6\n",
      "Number of spikes: 36743\n",
      "Processing..:  H15_21  17   5575\n",
      "Processing..:  H15_21  18   3075\n",
      "Processing..:  H15_21  18   3095\n",
      "Processing..:  H15_21  19   5868\n",
      "Processing..:  H15_21  20   3486\n",
      "Processing..:  H15_21  20   5041\n",
      "Processing..:  H15_21  20   5063\n",
      "Processing..:  H15_21  21   6264\n",
      "Processing..:  H15_21  21   6278\n",
      "Processing..:  H15_21  22   3518\n",
      "Processing..:  H15_21  29   15816\n",
      "Processing..:  H15_21  29   16565\n",
      "Processing..:  H15_21  29   16592\n",
      "Processing..:  H15_21  29   16709\n",
      "==============================================\n",
      "Session_id:  H16_23\n",
      "Channel:  27\n",
      "Cell_id:  0\n",
      "Number of spikes: 333\n",
      "==============================================\n",
      "Session_id:  H16_23\n",
      "Channel:  28\n",
      "Cell_id:  1\n",
      "Number of spikes: 432\n",
      "==============================================\n",
      "Session_id:  H16_23\n",
      "Channel:  28\n",
      "Cell_id:  1\n",
      "Number of spikes: 1440\n",
      "==============================================\n",
      "Session_id:  H16_23\n",
      "Channel:  41\n",
      "Cell_id:  2\n",
      "Number of spikes: 7390\n",
      "==============================================\n",
      "Session_id:  H16_23\n",
      "Channel:  41\n",
      "Cell_id:  2\n",
      "Number of spikes: 1376\n",
      "==============================================\n",
      "Session_id:  H16_23\n",
      "Channel:  42\n",
      "Cell_id:  3\n",
      "Number of spikes: 2471\n",
      "==============================================\n",
      "Session_id:  H16_23\n",
      "Channel:  42\n",
      "Cell_id:  3\n",
      "Number of spikes: 4157\n",
      "==============================================\n",
      "Session_id:  H16_23\n",
      "Channel:  43\n",
      "Cell_id:  4\n",
      "Number of spikes: 1560\n",
      "==============================================\n",
      "Session_id:  H16_23\n",
      "Channel:  43\n",
      "Cell_id:  4\n",
      "Number of spikes: 107\n",
      "==============================================\n",
      "Session_id:  H16_23\n",
      "Channel:  44\n",
      "Cell_id:  5\n",
      "Number of spikes: 54\n",
      "==============================================\n",
      "Session_id:  H16_23\n",
      "Channel:  44\n",
      "Cell_id:  5\n",
      "Number of spikes: 6824\n",
      "==============================================\n",
      "Session_id:  H16_23\n",
      "Channel:  45\n",
      "Cell_id:  6\n",
      "Number of spikes: 145\n",
      "==============================================\n",
      "Session_id:  H16_23\n",
      "Channel:  45\n",
      "Cell_id:  6\n",
      "Number of spikes: 7183\n",
      "==============================================\n",
      "Session_id:  H16_23\n",
      "Channel:  47\n",
      "Cell_id:  7\n",
      "Number of spikes: 5465\n",
      "==============================================\n",
      "Session_id:  H16_23\n",
      "Channel:  47\n",
      "Cell_id:  7\n",
      "Number of spikes: 3171\n",
      "==============================================\n",
      "Session_id:  H16_23\n",
      "Channel:  48\n",
      "Cell_id:  8\n",
      "Number of spikes: 41\n",
      "==============================================\n",
      "Session_id:  H16_23\n",
      "Channel:  48\n",
      "Cell_id:  8\n",
      "Number of spikes: 190\n",
      "==============================================\n",
      "Session_id:  H16_23\n",
      "Channel:  48\n",
      "Cell_id:  8\n",
      "Number of spikes: 8248\n",
      "Processing..:  H16_23  27   143\n",
      "Processing..:  H16_23  28   395\n",
      "Processing..:  H16_23  28   536\n",
      "Processing..:  H16_23  41   1763\n",
      "Processing..:  H16_23  41   1770\n",
      "Processing..:  H16_23  42   1515\n",
      "Processing..:  H16_23  42   1540\n",
      "Processing..:  H16_23  43   621\n",
      "Processing..:  H16_23  43   664\n",
      "Processing..:  H16_23  44   1778\n",
      "Processing..:  H16_23  44   1988\n",
      "Processing..:  H16_23  45   1679\n",
      "Processing..:  H16_23  45   1739\n",
      "Processing..:  H16_23  47   1935\n",
      "Processing..:  H16_23  47   2033\n",
      "Processing..:  H16_23  48   1526\n",
      "Processing..:  H16_23  48   2133\n",
      "Processing..:  H16_23  48   2245\n",
      "==============================================\n",
      "Session_id:  H16_24\n",
      "Channel:  10\n",
      "Cell_id:  0\n",
      "Number of spikes: 5478\n",
      "==============================================\n",
      "Session_id:  H16_24\n",
      "Channel:  10\n",
      "Cell_id:  0\n",
      "Number of spikes: 4886\n",
      "==============================================\n",
      "Session_id:  H16_24\n",
      "Channel:  11\n",
      "Cell_id:  1\n",
      "Number of spikes: 380\n",
      "==============================================\n",
      "Session_id:  H16_24\n",
      "Channel:  11\n",
      "Cell_id:  1\n",
      "Number of spikes: 5110\n",
      "==============================================\n",
      "Session_id:  H16_24\n",
      "Channel:  13\n",
      "Cell_id:  2\n",
      "Number of spikes: 3990\n",
      "==============================================\n",
      "Session_id:  H16_24\n",
      "Channel:  14\n",
      "Cell_id:  3\n",
      "Number of spikes: 8506\n",
      "==============================================\n",
      "Session_id:  H16_24\n",
      "Channel:  19\n",
      "Cell_id:  4\n",
      "Number of spikes: 7030\n",
      "==============================================\n",
      "Session_id:  H16_24\n",
      "Channel:  22\n",
      "Cell_id:  5\n",
      "Number of spikes: 2465\n",
      "==============================================\n",
      "Session_id:  H16_24\n",
      "Channel:  23\n",
      "Cell_id:  6\n",
      "Number of spikes: 2835\n",
      "==============================================\n",
      "Session_id:  H16_24\n",
      "Channel:  25\n",
      "Cell_id:  7\n",
      "Number of spikes: 21553\n",
      "==============================================\n",
      "Session_id:  H16_24\n",
      "Channel:  26\n",
      "Cell_id:  8\n",
      "Number of spikes: 2295\n",
      "==============================================\n",
      "Session_id:  H16_24\n",
      "Channel:  27\n",
      "Cell_id:  9\n",
      "Number of spikes: 6038\n",
      "==============================================\n",
      "Session_id:  H16_24\n",
      "Channel:  30\n",
      "Cell_id:  10\n",
      "Number of spikes: 25820\n",
      "==============================================\n",
      "Session_id:  H16_24\n",
      "Channel:  31\n",
      "Cell_id:  11\n",
      "Number of spikes: 22906\n",
      "==============================================\n",
      "Session_id:  H16_24\n",
      "Channel:  42\n",
      "Cell_id:  12\n",
      "Number of spikes: 2003\n",
      "==============================================\n",
      "Session_id:  H16_24\n",
      "Channel:  43\n",
      "Cell_id:  13\n",
      "Number of spikes: 2087\n",
      "==============================================\n",
      "Session_id:  H16_24\n",
      "Channel:  44\n",
      "Cell_id:  14\n",
      "Number of spikes: 1159\n",
      "==============================================\n",
      "Session_id:  H16_24\n",
      "Channel:  44\n",
      "Cell_id:  14\n",
      "Number of spikes: 696\n",
      "==============================================\n",
      "Session_id:  H16_24\n",
      "Channel:  45\n",
      "Cell_id:  15\n",
      "Number of spikes: 2008\n",
      "==============================================\n",
      "Session_id:  H16_24\n",
      "Channel:  46\n",
      "Cell_id:  16\n",
      "Number of spikes: 3243\n",
      "==============================================\n",
      "Session_id:  H16_24\n",
      "Channel:  48\n",
      "Cell_id:  17\n",
      "Number of spikes: 2319\n",
      "Processing..:  H16_24  10   2286\n",
      "Processing..:  H16_24  10   2298\n",
      "Processing..:  H16_24  11   1233\n",
      "Processing..:  H16_24  11   1244\n",
      "Processing..:  H16_24  13   1007\n",
      "Processing..:  H16_24  14   1893\n",
      "Processing..:  H16_24  19   1290\n",
      "Processing..:  H16_24  22   430\n",
      "Processing..:  H16_24  23   667\n",
      "Processing..:  H16_24  25   3736\n",
      "Processing..:  H16_24  26   746\n",
      "Processing..:  H16_24  27   1474\n",
      "Processing..:  H16_24  30   4208\n",
      "Processing..:  H16_24  31   4804\n",
      "Processing..:  H16_24  42   441\n",
      "Processing..:  H16_24  43   542\n",
      "Processing..:  H16_24  44   362\n",
      "Processing..:  H16_24  44   394\n",
      "Processing..:  H16_24  45   438\n",
      "Processing..:  H16_24  46   700\n",
      "Processing..:  H16_24  48   705\n",
      "==============================================\n",
      "Session_id:  H18_26\n",
      "Channel:  3\n",
      "Cell_id:  0\n",
      "Number of spikes: 1742\n",
      "==============================================\n",
      "Session_id:  H18_26\n",
      "Channel:  6\n",
      "Cell_id:  1\n",
      "Number of spikes: 4844\n",
      "==============================================\n",
      "Session_id:  H18_26\n",
      "Channel:  18\n",
      "Cell_id:  2\n",
      "Number of spikes: 75\n",
      "==============================================\n",
      "Session_id:  H18_26\n",
      "Channel:  18\n",
      "Cell_id:  2\n",
      "Number of spikes: 6165\n",
      "==============================================\n",
      "Session_id:  H18_26\n",
      "Channel:  18\n",
      "Cell_id:  2\n",
      "Number of spikes: 1103\n",
      "==============================================\n",
      "Session_id:  H18_26\n",
      "Channel:  19\n",
      "Cell_id:  3\n",
      "Number of spikes: 5902\n",
      "==============================================\n",
      "Session_id:  H18_26\n",
      "Channel:  19\n",
      "Cell_id:  3\n",
      "Number of spikes: 1295\n",
      "==============================================\n",
      "Session_id:  H18_26\n",
      "Channel:  19\n",
      "Cell_id:  3\n",
      "Number of spikes: 4746\n",
      "==============================================\n",
      "Session_id:  H18_26\n",
      "Channel:  21\n",
      "Cell_id:  4\n",
      "Number of spikes: 4089\n",
      "==============================================\n",
      "Session_id:  H18_26\n",
      "Channel:  21\n",
      "Cell_id:  4\n",
      "Number of spikes: 1022\n",
      "==============================================\n",
      "Session_id:  H18_26\n",
      "Channel:  21\n",
      "Cell_id:  4\n",
      "Number of spikes: 2729\n",
      "==============================================\n",
      "Session_id:  H18_26\n",
      "Channel:  22\n",
      "Cell_id:  5\n",
      "Number of spikes: 8368\n",
      "==============================================\n",
      "Session_id:  H18_26\n",
      "Channel:  23\n",
      "Cell_id:  6\n",
      "Number of spikes: 1082\n",
      "==============================================\n",
      "Session_id:  H18_26\n",
      "Channel:  23\n",
      "Cell_id:  6\n",
      "Number of spikes: 4246\n",
      "==============================================\n",
      "Session_id:  H18_26\n",
      "Channel:  23\n",
      "Cell_id:  6\n",
      "Number of spikes: 1910\n",
      "==============================================\n",
      "Session_id:  H18_26\n",
      "Channel:  24\n",
      "Cell_id:  7\n",
      "Number of spikes: 4534\n",
      "==============================================\n",
      "Session_id:  H18_26\n",
      "Channel:  25\n",
      "Cell_id:  8\n",
      "Number of spikes: 82\n",
      "==============================================\n",
      "Session_id:  H18_26\n",
      "Channel:  25\n",
      "Cell_id:  8\n",
      "Number of spikes: 1576\n",
      "==============================================\n",
      "Session_id:  H18_26\n",
      "Channel:  25\n",
      "Cell_id:  8\n",
      "Number of spikes: 627\n",
      "==============================================\n",
      "Session_id:  H18_26\n",
      "Channel:  26\n",
      "Cell_id:  9\n",
      "Number of spikes: 82\n",
      "==============================================\n",
      "Session_id:  H18_26\n",
      "Channel:  26\n",
      "Cell_id:  9\n",
      "Number of spikes: 5857\n",
      "==============================================\n",
      "Session_id:  H18_26\n",
      "Channel:  27\n",
      "Cell_id:  10\n",
      "Number of spikes: 83\n",
      "==============================================\n",
      "Session_id:  H18_26\n",
      "Channel:  27\n",
      "Cell_id:  10\n",
      "Number of spikes: 855\n",
      "==============================================\n",
      "Session_id:  H18_26\n",
      "Channel:  28\n",
      "Cell_id:  11\n",
      "Number of spikes: 69\n",
      "==============================================\n",
      "Session_id:  H18_26\n",
      "Channel:  29\n",
      "Cell_id:  12\n",
      "Number of spikes: 56\n",
      "==============================================\n",
      "Session_id:  H18_26\n",
      "Channel:  29\n",
      "Cell_id:  12\n",
      "Number of spikes: 4876\n",
      "==============================================\n",
      "Session_id:  H18_26\n",
      "Channel:  31\n",
      "Cell_id:  13\n",
      "Number of spikes: 247\n",
      "==============================================\n",
      "Session_id:  H18_26\n",
      "Channel:  31\n",
      "Cell_id:  13\n",
      "Number of spikes: 67\n",
      "==============================================\n",
      "Session_id:  H18_26\n",
      "Channel:  31\n",
      "Cell_id:  13\n",
      "Number of spikes: 1233\n",
      "==============================================\n",
      "Session_id:  H18_26\n",
      "Channel:  31\n",
      "Cell_id:  13\n",
      "Number of spikes: 300\n",
      "==============================================\n",
      "Session_id:  H18_26\n",
      "Channel:  31\n",
      "Cell_id:  13\n",
      "Number of spikes: 1108\n",
      "==============================================\n",
      "Session_id:  H18_26\n",
      "Channel:  43\n",
      "Cell_id:  14\n",
      "Number of spikes: 2046\n",
      "==============================================\n",
      "Session_id:  H18_26\n",
      "Channel:  46\n",
      "Cell_id:  15\n",
      "Number of spikes: 4281\n",
      "Processing..:  H18_26  3   681\n",
      "Processing..:  H18_26  6   1104\n",
      "Processing..:  H18_26  18   1292\n",
      "Processing..:  H18_26  18   1356\n",
      "Processing..:  H18_26  18   1447\n",
      "Processing..:  H18_26  19   2331\n",
      "Processing..:  H18_26  19   2350\n",
      "Processing..:  H18_26  19   2472\n",
      "Processing..:  H18_26  21   1869\n",
      "Processing..:  H18_26  21   1941\n",
      "Processing..:  H18_26  21   1985\n",
      "Processing..:  H18_26  22   1419\n",
      "Processing..:  H18_26  23   1604\n",
      "Processing..:  H18_26  23   1666\n",
      "Processing..:  H18_26  23   1703\n",
      "Processing..:  H18_26  24   1017\n",
      "Processing..:  H18_26  25   392\n",
      "Processing..:  H18_26  25   611\n",
      "Processing..:  H18_26  25   636\n",
      "Processing..:  H18_26  26   723\n",
      "Processing..:  H18_26  26   1254\n",
      "Processing..:  H18_26  27   30\n",
      "Processing..:  H18_26  27   408\n",
      "Processing..:  H18_26  28   56\n",
      "Processing..:  H18_26  29   94\n",
      "Processing..:  H18_26  29   1512\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\chandravadn1\\AppData\\Local\\Continuum\\anaconda3\\lib\\site-packages\\scipy\\stats\\stats.py:2933: RuntimeWarning: invalid value encountered in double_scalars\n",
      "  f = msb / msw\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing..:  H18_26  31   949\n",
      "Processing..:  H18_26  31   951\n",
      "Processing..:  H18_26  31   1036\n",
      "Processing..:  H18_26  31   1134\n",
      "Processing..:  H18_26  31   1145\n",
      "Processing..:  H18_26  43   638\n",
      "Processing..:  H18_26  46   775\n",
      "==============================================\n",
      "Session_id:  H19_27\n",
      "Channel:  15\n",
      "Cell_id:  0\n",
      "Number of spikes: 465\n",
      "==============================================\n",
      "Session_id:  H19_27\n",
      "Channel:  15\n",
      "Cell_id:  0\n",
      "Number of spikes: 914\n",
      "==============================================\n",
      "Session_id:  H19_27\n",
      "Channel:  15\n",
      "Cell_id:  0\n",
      "Number of spikes: 6797\n",
      "==============================================\n",
      "Session_id:  H19_27\n",
      "Channel:  26\n",
      "Cell_id:  1\n",
      "Number of spikes: 776\n",
      "==============================================\n",
      "Session_id:  H19_27\n",
      "Channel:  26\n",
      "Cell_id:  1\n",
      "Number of spikes: 5011\n",
      "==============================================\n",
      "Session_id:  H19_27\n",
      "Channel:  26\n",
      "Cell_id:  1\n",
      "Number of spikes: 778\n",
      "==============================================\n",
      "Session_id:  H19_27\n",
      "Channel:  28\n",
      "Cell_id:  2\n",
      "Number of spikes: 1224\n",
      "==============================================\n",
      "Session_id:  H19_27\n",
      "Channel:  28\n",
      "Cell_id:  2\n",
      "Number of spikes: 576\n",
      "==============================================\n",
      "Session_id:  H19_27\n",
      "Channel:  28\n",
      "Cell_id:  2\n",
      "Number of spikes: 994\n",
      "==============================================\n",
      "Session_id:  H19_27\n",
      "Channel:  29\n",
      "Cell_id:  3\n",
      "Number of spikes: 82\n",
      "==============================================\n",
      "Session_id:  H19_27\n",
      "Channel:  29\n",
      "Cell_id:  3\n",
      "Number of spikes: 1535\n",
      "==============================================\n",
      "Session_id:  H19_27\n",
      "Channel:  29\n",
      "Cell_id:  3\n",
      "Number of spikes: 692\n",
      "==============================================\n",
      "Session_id:  H19_27\n",
      "Channel:  30\n",
      "Cell_id:  4\n",
      "Number of spikes: 2308\n",
      "==============================================\n",
      "Session_id:  H19_27\n",
      "Channel:  31\n",
      "Cell_id:  5\n",
      "Number of spikes: 647\n",
      "==============================================\n",
      "Session_id:  H19_27\n",
      "Channel:  31\n",
      "Cell_id:  5\n",
      "Number of spikes: 562\n",
      "==============================================\n",
      "Session_id:  H19_27\n",
      "Channel:  31\n",
      "Cell_id:  5\n",
      "Number of spikes: 1174\n",
      "Processing..:  H19_27  15   1588\n",
      "Processing..:  H19_27  15   1726\n",
      "Processing..:  H19_27  15   1752\n",
      "Processing..:  H19_27  26   1660\n",
      "Processing..:  H19_27  26   1746\n",
      "Processing..:  H19_27  26   1761\n",
      "Processing..:  H19_27  28   953\n",
      "Processing..:  H19_27  28   980\n",
      "Processing..:  H19_27  28   1020\n",
      "Processing..:  H19_27  29   703\n",
      "Processing..:  H19_27  29   758\n",
      "Processing..:  H19_27  29   852\n",
      "Processing..:  H19_27  30   1169\n",
      "Processing..:  H19_27  31   765\n",
      "Processing..:  H19_27  31   844\n",
      "Processing..:  H19_27  31   854\n",
      "==============================================\n",
      "Session_id:  H19_28\n",
      "Channel:  15\n",
      "Cell_id:  0\n",
      "Number of spikes: 10447\n",
      "==============================================\n",
      "Session_id:  H19_28\n",
      "Channel:  26\n",
      "Cell_id:  1\n",
      "Number of spikes: 663\n",
      "==============================================\n",
      "Session_id:  H19_28\n",
      "Channel:  26\n",
      "Cell_id:  1\n",
      "Number of spikes: 61\n",
      "==============================================\n",
      "Session_id:  H19_28\n",
      "Channel:  26\n",
      "Cell_id:  1\n",
      "Number of spikes: 8712\n",
      "==============================================\n",
      "Session_id:  H19_28\n",
      "Channel:  27\n",
      "Cell_id:  2\n",
      "Number of spikes: 1166\n",
      "==============================================\n",
      "Session_id:  H19_28\n",
      "Channel:  28\n",
      "Cell_id:  3\n",
      "Number of spikes: 218\n",
      "==============================================\n",
      "Session_id:  H19_28\n",
      "Channel:  28\n",
      "Cell_id:  3\n",
      "Number of spikes: 1990\n",
      "==============================================\n",
      "Session_id:  H19_28\n",
      "Channel:  29\n",
      "Cell_id:  4\n",
      "Number of spikes: 22\n",
      "==============================================\n",
      "Session_id:  H19_28\n",
      "Channel:  29\n",
      "Cell_id:  4\n",
      "Number of spikes: 1318\n",
      "==============================================\n",
      "Session_id:  H19_28\n",
      "Channel:  29\n",
      "Cell_id:  4\n",
      "Number of spikes: 1601\n",
      "==============================================\n",
      "Session_id:  H19_28\n",
      "Channel:  30\n",
      "Cell_id:  5\n",
      "Number of spikes: 11494\n",
      "==============================================\n",
      "Session_id:  H19_28\n",
      "Channel:  31\n",
      "Cell_id:  6\n",
      "Number of spikes: 296\n",
      "==============================================\n",
      "Session_id:  H19_28\n",
      "Channel:  31\n",
      "Cell_id:  6\n",
      "Number of spikes: 404\n",
      "==============================================\n",
      "Session_id:  H19_28\n",
      "Channel:  31\n",
      "Cell_id:  6\n",
      "Number of spikes: 1641\n",
      "==============================================\n",
      "Session_id:  H19_28\n",
      "Channel:  31\n",
      "Cell_id:  6\n",
      "Number of spikes: 4809\n",
      "Processing..:  H19_28  15   2494\n",
      "Processing..:  H19_28  26   2854\n",
      "Processing..:  H19_28  26   3006\n",
      "Processing..:  H19_28  26   3066\n",
      "Processing..:  H19_28  27   923\n",
      "Processing..:  H19_28  28   1154\n",
      "Processing..:  H19_28  28   1238\n",
      "Processing..:  H19_28  29   1736\n",
      "Processing..:  H19_28  29   1772\n",
      "Processing..:  H19_28  29   1779\n",
      "Processing..:  H19_28  30   3731\n",
      "Processing..:  H19_28  31   1625\n",
      "Processing..:  H19_28  31   2006\n",
      "Processing..:  H19_28  31   2054\n",
      "Processing..:  H19_28  31   2065\n",
      "==============================================\n",
      "Session_id:  H17_32\n",
      "Channel:  1\n",
      "Cell_id:  0\n",
      "Number of spikes: 1102\n",
      "==============================================\n",
      "Session_id:  H17_32\n",
      "Channel:  2\n",
      "Cell_id:  1\n",
      "Number of spikes: 383\n",
      "==============================================\n",
      "Session_id:  H17_32\n",
      "Channel:  2\n",
      "Cell_id:  1\n",
      "Number of spikes: 301\n",
      "==============================================\n",
      "Session_id:  H17_32\n",
      "Channel:  3\n",
      "Cell_id:  2\n",
      "Number of spikes: 132\n",
      "==============================================\n",
      "Session_id:  H17_32\n",
      "Channel:  3\n",
      "Cell_id:  2\n",
      "Number of spikes: 899\n",
      "==============================================\n",
      "Session_id:  H17_32\n",
      "Channel:  4\n",
      "Cell_id:  3\n",
      "Number of spikes: 784\n",
      "==============================================\n",
      "Session_id:  H17_32\n",
      "Channel:  4\n",
      "Cell_id:  3\n",
      "Number of spikes: 144\n",
      "==============================================\n",
      "Session_id:  H17_32\n",
      "Channel:  5\n",
      "Cell_id:  4\n",
      "Number of spikes: 1064\n",
      "==============================================\n",
      "Session_id:  H17_32\n",
      "Channel:  6\n",
      "Cell_id:  5\n",
      "Number of spikes: 178\n",
      "==============================================\n",
      "Session_id:  H17_32\n",
      "Channel:  6\n",
      "Cell_id:  5\n",
      "Number of spikes: 799\n",
      "==============================================\n",
      "Session_id:  H17_32\n",
      "Channel:  17\n",
      "Cell_id:  6\n",
      "Number of spikes: 1005\n",
      "==============================================\n",
      "Session_id:  H17_32\n",
      "Channel:  17\n",
      "Cell_id:  6\n",
      "Number of spikes: 2012\n",
      "==============================================\n",
      "Session_id:  H17_32\n",
      "Channel:  18\n",
      "Cell_id:  7\n",
      "Number of spikes: 402\n",
      "==============================================\n",
      "Session_id:  H17_32\n",
      "Channel:  18\n",
      "Cell_id:  7\n",
      "Number of spikes: 4905\n",
      "==============================================\n",
      "Session_id:  H17_32\n",
      "Channel:  20\n",
      "Cell_id:  8\n",
      "Number of spikes: 462\n",
      "==============================================\n",
      "Session_id:  H17_32\n",
      "Channel:  20\n",
      "Cell_id:  8\n",
      "Number of spikes: 3558\n",
      "==============================================\n",
      "Session_id:  H17_32\n",
      "Channel:  20\n",
      "Cell_id:  8\n",
      "Number of spikes: 5885\n",
      "==============================================\n",
      "Session_id:  H17_32\n",
      "Channel:  21\n",
      "Cell_id:  9\n",
      "Number of spikes: 338\n",
      "==============================================\n",
      "Session_id:  H17_32\n",
      "Channel:  21\n",
      "Cell_id:  9\n",
      "Number of spikes: 2135\n",
      "==============================================\n",
      "Session_id:  H17_32\n",
      "Channel:  21\n",
      "Cell_id:  9\n",
      "Number of spikes: 10807\n",
      "==============================================\n",
      "Session_id:  H17_32\n",
      "Channel:  22\n",
      "Cell_id:  10\n",
      "Number of spikes: 5759\n",
      "==============================================\n",
      "Session_id:  H17_32\n",
      "Channel:  22\n",
      "Cell_id:  10\n",
      "Number of spikes: 540\n",
      "==============================================\n",
      "Session_id:  H17_32\n",
      "Channel:  23\n",
      "Cell_id:  11\n",
      "Number of spikes: 104\n",
      "==============================================\n",
      "Session_id:  H17_32\n",
      "Channel:  23\n",
      "Cell_id:  11\n",
      "Number of spikes: 6268\n",
      "==============================================\n",
      "Session_id:  H17_32\n",
      "Channel:  23\n",
      "Cell_id:  11\n",
      "Number of spikes: 3365\n",
      "==============================================\n",
      "Session_id:  H17_32\n",
      "Channel:  23\n",
      "Cell_id:  11\n",
      "Number of spikes: 756\n",
      "==============================================\n",
      "Session_id:  H17_32\n",
      "Channel:  23\n",
      "Cell_id:  11\n",
      "Number of spikes: 488\n",
      "==============================================\n",
      "Session_id:  H17_32\n",
      "Channel:  24\n",
      "Cell_id:  12\n",
      "Number of spikes: 6565\n",
      "==============================================\n",
      "Session_id:  H17_32\n",
      "Channel:  24\n",
      "Cell_id:  12\n",
      "Number of spikes: 597\n",
      "==============================================\n",
      "Session_id:  H17_32\n",
      "Channel:  50\n",
      "Cell_id:  13\n",
      "Number of spikes: 61\n",
      "==============================================\n",
      "Session_id:  H17_32\n",
      "Channel:  50\n",
      "Cell_id:  13\n",
      "Number of spikes: 1939\n",
      "==============================================\n",
      "Session_id:  H17_32\n",
      "Channel:  50\n",
      "Cell_id:  13\n",
      "Number of spikes: 1716\n",
      "==============================================\n",
      "Session_id:  H17_32\n",
      "Channel:  50\n",
      "Cell_id:  13\n",
      "Number of spikes: 2408\n",
      "==============================================\n",
      "Session_id:  H17_32\n",
      "Channel:  51\n",
      "Cell_id:  14\n",
      "Number of spikes: 230\n",
      "==============================================\n",
      "Session_id:  H17_32\n",
      "Channel:  51\n",
      "Cell_id:  14\n",
      "Number of spikes: 417\n",
      "==============================================\n",
      "Session_id:  H17_32\n",
      "Channel:  51\n",
      "Cell_id:  14\n",
      "Number of spikes: 1728\n",
      "==============================================\n",
      "Session_id:  H17_32\n",
      "Channel:  51\n",
      "Cell_id:  14\n",
      "Number of spikes: 8871\n",
      "==============================================\n",
      "Session_id:  H17_32\n",
      "Channel:  51\n",
      "Cell_id:  14\n",
      "Number of spikes: 1497\n",
      "==============================================\n",
      "Session_id:  H17_32\n",
      "Channel:  55\n",
      "Cell_id:  15\n",
      "Number of spikes: 74\n",
      "==============================================\n",
      "Session_id:  H17_32\n",
      "Channel:  55\n",
      "Cell_id:  15\n",
      "Number of spikes: 227\n",
      "==============================================\n",
      "Session_id:  H17_32\n",
      "Channel:  55\n",
      "Cell_id:  15\n",
      "Number of spikes: 1326\n",
      "==============================================\n",
      "Session_id:  H17_32\n",
      "Channel:  55\n",
      "Cell_id:  15\n",
      "Number of spikes: 2236\n",
      "==============================================\n",
      "Session_id:  H17_32\n",
      "Channel:  55\n",
      "Cell_id:  15\n",
      "Number of spikes: 10069\n",
      "Processing..:  H17_32  1   454\n",
      "Processing..:  H17_32  2   4\n",
      "Processing..:  H17_32  2   180\n",
      "Processing..:  H17_32  3   428\n",
      "Processing..:  H17_32  3   437\n",
      "Processing..:  H17_32  4   342\n",
      "Processing..:  H17_32  4   418\n",
      "Processing..:  H17_32  5   468\n",
      "Processing..:  H17_32  6   389\n",
      "Processing..:  H17_32  6   451\n",
      "Processing..:  H17_32  17   854\n",
      "Processing..:  H17_32  17   991\n",
      "Processing..:  H17_32  18   1802\n",
      "Processing..:  H17_32  18   1948\n",
      "Processing..:  H17_32  20   3167\n",
      "Processing..:  H17_32  20   3360\n",
      "Processing..:  H17_32  20   3425\n",
      "Processing..:  H17_32  21   3678\n",
      "Processing..:  H17_32  21   4276\n",
      "Processing..:  H17_32  21   4299\n",
      "Processing..:  H17_32  22   1983\n",
      "Processing..:  H17_32  22   2010\n",
      "Processing..:  H17_32  23   2773\n",
      "Processing..:  H17_32  23   3738\n",
      "Processing..:  H17_32  23   3751\n",
      "Processing..:  H17_32  23   3823\n",
      "Processing..:  H17_32  23   3824\n",
      "Processing..:  H17_32  24   2518\n",
      "Processing..:  H17_32  24   2653\n",
      "Processing..:  H17_32  50   1783\n",
      "Processing..:  H17_32  50   1798\n",
      "Processing..:  H17_32  50   1863\n",
      "Processing..:  H17_32  50   1880\n",
      "Processing..:  H17_32  51   3419\n",
      "Processing..:  H17_32  51   3480\n",
      "Processing..:  H17_32  51   3547\n",
      "Processing..:  H17_32  51   3549\n",
      "Processing..:  H17_32  51   3618\n",
      "Processing..:  H17_32  55   2970\n",
      "Processing..:  H17_32  55   3041\n",
      "Processing..:  H17_32  55   3261\n",
      "Processing..:  H17_32  55   3344\n",
      "Processing..:  H17_32  55   3485\n",
      "==============================================\n",
      "Session_id:  H21_38\n",
      "Channel:  14\n",
      "Cell_id:  0\n",
      "Number of spikes: 774\n",
      "==============================================\n",
      "Session_id:  H21_38\n",
      "Channel:  14\n",
      "Cell_id:  0\n",
      "Number of spikes: 884\n",
      "==============================================\n",
      "Session_id:  H21_38\n",
      "Channel:  17\n",
      "Cell_id:  1\n",
      "Number of spikes: 3731\n",
      "==============================================\n",
      "Session_id:  H21_38\n",
      "Channel:  17\n",
      "Cell_id:  1\n",
      "Number of spikes: 179\n",
      "==============================================\n",
      "Session_id:  H21_38\n",
      "Channel:  18\n",
      "Cell_id:  2\n",
      "Number of spikes: 1032\n",
      "==============================================\n",
      "Session_id:  H21_38\n",
      "Channel:  18\n",
      "Cell_id:  2\n",
      "Number of spikes: 189\n",
      "==============================================\n",
      "Session_id:  H21_38\n",
      "Channel:  18\n",
      "Cell_id:  2\n",
      "Number of spikes: 767\n",
      "==============================================\n",
      "Session_id:  H21_38\n",
      "Channel:  18\n",
      "Cell_id:  2\n",
      "Number of spikes: 3170\n",
      "==============================================\n",
      "Session_id:  H21_38\n",
      "Channel:  19\n",
      "Cell_id:  3\n",
      "Number of spikes: 190\n",
      "==============================================\n",
      "Session_id:  H21_38\n",
      "Channel:  19\n",
      "Cell_id:  3\n",
      "Number of spikes: 977\n",
      "==============================================\n",
      "Session_id:  H21_38\n",
      "Channel:  19\n",
      "Cell_id:  3\n",
      "Number of spikes: 3750\n",
      "==============================================\n",
      "Session_id:  H21_38\n",
      "Channel:  20\n",
      "Cell_id:  4\n",
      "Number of spikes: 2474\n",
      "==============================================\n",
      "Session_id:  H21_38\n",
      "Channel:  20\n",
      "Cell_id:  4\n",
      "Number of spikes: 56\n",
      "==============================================\n",
      "Session_id:  H21_38\n",
      "Channel:  21\n",
      "Cell_id:  5\n",
      "Number of spikes: 1058\n",
      "==============================================\n",
      "Session_id:  H21_38\n",
      "Channel:  21\n",
      "Cell_id:  5\n",
      "Number of spikes: 6276\n",
      "==============================================\n",
      "Session_id:  H21_38\n",
      "Channel:  22\n",
      "Cell_id:  6\n",
      "Number of spikes: 1541\n",
      "==============================================\n",
      "Session_id:  H21_38\n",
      "Channel:  23\n",
      "Cell_id:  7\n",
      "Number of spikes: 127\n",
      "==============================================\n",
      "Session_id:  H21_38\n",
      "Channel:  23\n",
      "Cell_id:  7\n",
      "Number of spikes: 172\n",
      "==============================================\n",
      "Session_id:  H21_38\n",
      "Channel:  23\n",
      "Cell_id:  7\n",
      "Number of spikes: 261\n",
      "==============================================\n",
      "Session_id:  H21_38\n",
      "Channel:  23\n",
      "Cell_id:  7\n",
      "Number of spikes: 629\n",
      "Processing..:  H21_38  14   2859\n",
      "Processing..:  H21_38  14   2919\n",
      "Processing..:  H21_38  17   746\n",
      "Processing..:  H21_38  17   1982\n",
      "Processing..:  H21_38  18   2042\n",
      "Processing..:  H21_38  18   2526\n",
      "Processing..:  H21_38  18   2570\n",
      "Processing..:  H21_38  18   2598\n",
      "Processing..:  H21_38  19   1035\n",
      "Processing..:  H21_38  19   2005\n",
      "Processing..:  H21_38  19   2008\n",
      "Processing..:  H21_38  20   536\n",
      "Processing..:  H21_38  20   1156\n",
      "Processing..:  H21_38  21   2878\n",
      "Processing..:  H21_38  21   2890\n",
      "Processing..:  H21_38  22   931\n",
      "Processing..:  H21_38  23   410\n",
      "Processing..:  H21_38  23   559\n",
      "Processing..:  H21_38  23   587\n",
      "Processing..:  H21_38  23   698\n",
      "==============================================\n",
      "Session_id:  H21_39\n",
      "Channel:  14\n",
      "Cell_id:  0\n",
      "Number of spikes: 774\n",
      "==============================================\n",
      "Session_id:  H21_39\n",
      "Channel:  14\n",
      "Cell_id:  0\n",
      "Number of spikes: 884\n",
      "==============================================\n",
      "Session_id:  H21_39\n",
      "Channel:  17\n",
      "Cell_id:  1\n",
      "Number of spikes: 3731\n",
      "==============================================\n",
      "Session_id:  H21_39\n",
      "Channel:  17\n",
      "Cell_id:  1\n",
      "Number of spikes: 179\n",
      "==============================================\n",
      "Session_id:  H21_39\n",
      "Channel:  18\n",
      "Cell_id:  2\n",
      "Number of spikes: 103\n",
      "==============================================\n",
      "Session_id:  H21_39\n",
      "Channel:  18\n",
      "Cell_id:  2\n",
      "Number of spikes: 669\n",
      "==============================================\n",
      "Session_id:  H21_39\n",
      "Channel:  19\n",
      "Cell_id:  3\n",
      "Number of spikes: 828\n",
      "==============================================\n",
      "Session_id:  H21_39\n",
      "Channel:  19\n",
      "Cell_id:  3\n",
      "Number of spikes: 369\n",
      "==============================================\n",
      "Session_id:  H21_39\n",
      "Channel:  20\n",
      "Cell_id:  4\n",
      "Number of spikes: 134\n",
      "==============================================\n",
      "Session_id:  H21_39\n",
      "Channel:  20\n",
      "Cell_id:  4\n",
      "Number of spikes: 578\n",
      "==============================================\n",
      "Session_id:  H21_39\n",
      "Channel:  20\n",
      "Cell_id:  4\n",
      "Number of spikes: 101\n",
      "==============================================\n",
      "Session_id:  H21_39\n",
      "Channel:  21\n",
      "Cell_id:  5\n",
      "Number of spikes: 1058\n",
      "==============================================\n",
      "Session_id:  H21_39\n",
      "Channel:  21\n",
      "Cell_id:  5\n",
      "Number of spikes: 6276\n",
      "==============================================\n",
      "Session_id:  H21_39\n",
      "Channel:  22\n",
      "Cell_id:  6\n",
      "Number of spikes: 1541\n",
      "==============================================\n",
      "Session_id:  H21_39\n",
      "Channel:  23\n",
      "Cell_id:  7\n",
      "Number of spikes: 127\n",
      "==============================================\n",
      "Session_id:  H21_39\n",
      "Channel:  23\n",
      "Cell_id:  7\n",
      "Number of spikes: 172\n",
      "==============================================\n",
      "Session_id:  H21_39\n",
      "Channel:  23\n",
      "Cell_id:  7\n",
      "Number of spikes: 261\n",
      "==============================================\n",
      "Session_id:  H21_39\n",
      "Channel:  23\n",
      "Cell_id:  7\n",
      "Number of spikes: 629\n",
      "Processing..:  H21_39  14   2859\n",
      "Processing..:  H21_39  14   2919\n",
      "Processing..:  H21_39  17   746\n",
      "Processing..:  H21_39  17   1982\n",
      "Processing..:  H21_39  18   351\n",
      "Processing..:  H21_39  18   358\n",
      "Processing..:  H21_39  19   372\n",
      "Processing..:  H21_39  19   388\n",
      "Processing..:  H21_39  20   216\n",
      "Processing..:  H21_39  20   270\n",
      "Processing..:  H21_39  20   327\n",
      "Processing..:  H21_39  21   2878\n",
      "Processing..:  H21_39  21   2890\n",
      "Processing..:  H21_39  22   931\n",
      "Processing..:  H21_39  23   410\n",
      "Processing..:  H21_39  23   559\n",
      "Processing..:  H21_39  23   587\n",
      "Processing..:  H21_39  23   698\n",
      "==============================================\n",
      "Session_id:  H21_41\n",
      "Channel:  17\n",
      "Cell_id:  0\n",
      "Number of spikes: 518\n",
      "==============================================\n",
      "Session_id:  H21_41\n",
      "Channel:  17\n",
      "Cell_id:  0\n",
      "Number of spikes: 2485\n",
      "==============================================\n",
      "Session_id:  H21_41\n",
      "Channel:  18\n",
      "Cell_id:  1\n",
      "Number of spikes: 749\n",
      "==============================================\n",
      "Session_id:  H21_41\n",
      "Channel:  18\n",
      "Cell_id:  1\n",
      "Number of spikes: 1868\n",
      "==============================================\n",
      "Session_id:  H21_41\n",
      "Channel:  20\n",
      "Cell_id:  2\n",
      "Number of spikes: 1890\n",
      "==============================================\n",
      "Session_id:  H21_41\n",
      "Channel:  20\n",
      "Cell_id:  2\n",
      "Number of spikes: 416\n",
      "==============================================\n",
      "Session_id:  H21_41\n",
      "Channel:  20\n",
      "Cell_id:  2\n",
      "Number of spikes: 190\n",
      "==============================================\n",
      "Session_id:  H21_41\n",
      "Channel:  21\n",
      "Cell_id:  3\n",
      "Number of spikes: 1148\n",
      "==============================================\n",
      "Session_id:  H21_41\n",
      "Channel:  21\n",
      "Cell_id:  3\n",
      "Number of spikes: 4086\n",
      "==============================================\n",
      "Session_id:  H21_41\n",
      "Channel:  22\n",
      "Cell_id:  4\n",
      "Number of spikes: 238\n",
      "==============================================\n",
      "Session_id:  H21_41\n",
      "Channel:  22\n",
      "Cell_id:  4\n",
      "Number of spikes: 149\n",
      "==============================================\n",
      "Session_id:  H21_41\n",
      "Channel:  22\n",
      "Cell_id:  4\n",
      "Number of spikes: 505\n",
      "==============================================\n",
      "Session_id:  H21_41\n",
      "Channel:  22\n",
      "Cell_id:  4\n",
      "Number of spikes: 500\n",
      "==============================================\n",
      "Session_id:  H21_41\n",
      "Channel:  23\n",
      "Cell_id:  5\n",
      "Number of spikes: 2090\n",
      "==============================================\n",
      "Session_id:  H21_41\n",
      "Channel:  23\n",
      "Cell_id:  5\n",
      "Number of spikes: 748\n",
      "Processing..:  H21_41  17   745\n",
      "Processing..:  H21_41  17   796\n",
      "Processing..:  H21_41  18   613\n",
      "Processing..:  H21_41  18   654\n",
      "Processing..:  H21_41  20   454\n",
      "Processing..:  H21_41  20   475\n",
      "Processing..:  H21_41  20   594\n",
      "Processing..:  H21_41  21   1203\n",
      "Processing..:  H21_41  21   1483\n",
      "Processing..:  H21_41  22   466\n",
      "Processing..:  H21_41  22   477\n",
      "Processing..:  H21_41  22   543\n",
      "Processing..:  H21_41  22   571\n",
      "Processing..:  H21_41  23   735\n",
      "Processing..:  H21_41  23   743\n",
      "==============================================\n",
      "Session_id:  H23_43\n",
      "Channel:  2\n",
      "Cell_id:  0\n",
      "Number of spikes: 4146\n",
      "==============================================\n",
      "Session_id:  H23_43\n",
      "Channel:  2\n",
      "Cell_id:  0\n",
      "Number of spikes: 1697\n",
      "==============================================\n",
      "Session_id:  H23_43\n",
      "Channel:  2\n",
      "Cell_id:  0\n",
      "Number of spikes: 268\n",
      "==============================================\n",
      "Session_id:  H23_43\n",
      "Channel:  2\n",
      "Cell_id:  0\n",
      "Number of spikes: 10489\n",
      "==============================================\n",
      "Session_id:  H23_43\n",
      "Channel:  3\n",
      "Cell_id:  1\n",
      "Number of spikes: 8907\n",
      "==============================================\n",
      "Session_id:  H23_43\n",
      "Channel:  3\n",
      "Cell_id:  1\n",
      "Number of spikes: 9605\n",
      "==============================================\n",
      "Session_id:  H23_43\n",
      "Channel:  4\n",
      "Cell_id:  2\n",
      "Number of spikes: 417\n",
      "==============================================\n",
      "Session_id:  H23_43\n",
      "Channel:  4\n",
      "Cell_id:  2\n",
      "Number of spikes: 5927\n",
      "==============================================\n",
      "Session_id:  H23_43\n",
      "Channel:  4\n",
      "Cell_id:  2\n",
      "Number of spikes: 3353\n",
      "==============================================\n",
      "Session_id:  H23_43\n",
      "Channel:  5\n",
      "Cell_id:  3\n",
      "Number of spikes: 375\n",
      "==============================================\n",
      "Session_id:  H23_43\n",
      "Channel:  5\n",
      "Cell_id:  3\n",
      "Number of spikes: 1350\n",
      "==============================================\n",
      "Session_id:  H23_43\n",
      "Channel:  5\n",
      "Cell_id:  3\n",
      "Number of spikes: 9273\n",
      "==============================================\n",
      "Session_id:  H23_43\n",
      "Channel:  6\n",
      "Cell_id:  4\n",
      "Number of spikes: 332\n",
      "==============================================\n",
      "Session_id:  H23_43\n",
      "Channel:  6\n",
      "Cell_id:  4\n",
      "Number of spikes: 478\n",
      "==============================================\n",
      "Session_id:  H23_43\n",
      "Channel:  6\n",
      "Cell_id:  4\n",
      "Number of spikes: 5389\n",
      "==============================================\n",
      "Session_id:  H23_43\n",
      "Channel:  7\n",
      "Cell_id:  5\n",
      "Number of spikes: 259\n",
      "==============================================\n",
      "Session_id:  H23_43\n",
      "Channel:  7\n",
      "Cell_id:  5\n",
      "Number of spikes: 75\n",
      "==============================================\n",
      "Session_id:  H23_43\n",
      "Channel:  7\n",
      "Cell_id:  5\n",
      "Number of spikes: 2745\n",
      "==============================================\n",
      "Session_id:  H23_43\n",
      "Channel:  11\n",
      "Cell_id:  6\n",
      "Number of spikes: 1203\n",
      "==============================================\n",
      "Session_id:  H23_43\n",
      "Channel:  11\n",
      "Cell_id:  6\n",
      "Number of spikes: 3035\n",
      "==============================================\n",
      "Session_id:  H23_43\n",
      "Channel:  12\n",
      "Cell_id:  7\n",
      "Number of spikes: 251\n",
      "==============================================\n",
      "Session_id:  H23_43\n",
      "Channel:  12\n",
      "Cell_id:  7\n",
      "Number of spikes: 2928\n",
      "==============================================\n",
      "Session_id:  H23_43\n",
      "Channel:  12\n",
      "Cell_id:  7\n",
      "Number of spikes: 2439\n",
      "Processing..:  H23_43  2   3239\n",
      "Processing..:  H23_43  2   3260\n",
      "Processing..:  H23_43  2   3278\n",
      "Processing..:  H23_43  2   3297\n",
      "Processing..:  H23_43  3   874\n",
      "Processing..:  H23_43  3   2916\n",
      "Processing..:  H23_43  4   2129\n",
      "Processing..:  H23_43  4   2130\n",
      "Processing..:  H23_43  4   2133\n",
      "Processing..:  H23_43  5   2254\n",
      "Processing..:  H23_43  5   2316\n",
      "Processing..:  H23_43  5   2341\n",
      "Processing..:  H23_43  6   1490\n",
      "Processing..:  H23_43  6   1504\n",
      "Processing..:  H23_43  6   1540\n",
      "Processing..:  H23_43  7   738\n",
      "Processing..:  H23_43  7   802\n",
      "Processing..:  H23_43  7   823\n",
      "Processing..:  H23_43  11   1168\n",
      "Processing..:  H23_43  11   1245\n",
      "Processing..:  H23_43  12   1374\n",
      "Processing..:  H23_43  12   1415\n",
      "Processing..:  H23_43  12   1424\n",
      "==============================================\n",
      "Session_id:  H23_44\n",
      "Channel:  2\n",
      "Cell_id:  0\n",
      "Number of spikes: 4146\n",
      "==============================================\n",
      "Session_id:  H23_44\n",
      "Channel:  2\n",
      "Cell_id:  0\n",
      "Number of spikes: 1697\n",
      "==============================================\n",
      "Session_id:  H23_44\n",
      "Channel:  2\n",
      "Cell_id:  0\n",
      "Number of spikes: 268\n",
      "==============================================\n",
      "Session_id:  H23_44\n",
      "Channel:  2\n",
      "Cell_id:  0\n",
      "Number of spikes: 10489\n",
      "==============================================\n",
      "Session_id:  H23_44\n",
      "Channel:  3\n",
      "Cell_id:  1\n",
      "Number of spikes: 8907\n",
      "==============================================\n",
      "Session_id:  H23_44\n",
      "Channel:  3\n",
      "Cell_id:  1\n",
      "Number of spikes: 9605\n",
      "==============================================\n",
      "Session_id:  H23_44\n",
      "Channel:  4\n",
      "Cell_id:  2\n",
      "Number of spikes: 417\n",
      "==============================================\n",
      "Session_id:  H23_44\n",
      "Channel:  4\n",
      "Cell_id:  2\n",
      "Number of spikes: 5927\n",
      "==============================================\n",
      "Session_id:  H23_44\n",
      "Channel:  4\n",
      "Cell_id:  2\n",
      "Number of spikes: 3353\n",
      "==============================================\n",
      "Session_id:  H23_44\n",
      "Channel:  5\n",
      "Cell_id:  3\n",
      "Number of spikes: 375\n",
      "==============================================\n",
      "Session_id:  H23_44\n",
      "Channel:  5\n",
      "Cell_id:  3\n",
      "Number of spikes: 1350\n",
      "==============================================\n",
      "Session_id:  H23_44\n",
      "Channel:  5\n",
      "Cell_id:  3\n",
      "Number of spikes: 9273\n",
      "==============================================\n",
      "Session_id:  H23_44\n",
      "Channel:  6\n",
      "Cell_id:  4\n",
      "Number of spikes: 332\n",
      "==============================================\n",
      "Session_id:  H23_44\n",
      "Channel:  6\n",
      "Cell_id:  4\n",
      "Number of spikes: 478\n",
      "==============================================\n",
      "Session_id:  H23_44\n",
      "Channel:  6\n",
      "Cell_id:  4\n",
      "Number of spikes: 5389\n",
      "==============================================\n",
      "Session_id:  H23_44\n",
      "Channel:  7\n",
      "Cell_id:  5\n",
      "Number of spikes: 259\n",
      "==============================================\n",
      "Session_id:  H23_44\n",
      "Channel:  7\n",
      "Cell_id:  5\n",
      "Number of spikes: 75\n",
      "==============================================\n",
      "Session_id:  H23_44\n",
      "Channel:  7\n",
      "Cell_id:  5\n",
      "Number of spikes: 2745\n",
      "==============================================\n",
      "Session_id:  H23_44\n",
      "Channel:  11\n",
      "Cell_id:  6\n",
      "Number of spikes: 1203\n",
      "==============================================\n",
      "Session_id:  H23_44\n",
      "Channel:  11\n",
      "Cell_id:  6\n",
      "Number of spikes: 3035\n",
      "==============================================\n",
      "Session_id:  H23_44\n",
      "Channel:  12\n",
      "Cell_id:  7\n",
      "Number of spikes: 251\n",
      "==============================================\n",
      "Session_id:  H23_44\n",
      "Channel:  12\n",
      "Cell_id:  7\n",
      "Number of spikes: 2928\n",
      "==============================================\n",
      "Session_id:  H23_44\n",
      "Channel:  12\n",
      "Cell_id:  7\n",
      "Number of spikes: 2439\n",
      "Processing..:  H23_44  2   3239\n",
      "Processing..:  H23_44  2   3260\n",
      "Processing..:  H23_44  2   3278\n",
      "Processing..:  H23_44  2   3297\n",
      "Processing..:  H23_44  3   874\n",
      "Processing..:  H23_44  3   2916\n",
      "Processing..:  H23_44  4   2129\n",
      "Processing..:  H23_44  4   2130\n",
      "Processing..:  H23_44  4   2133\n",
      "Processing..:  H23_44  5   2254\n",
      "Processing..:  H23_44  5   2316\n",
      "Processing..:  H23_44  5   2341\n",
      "Processing..:  H23_44  6   1490\n",
      "Processing..:  H23_44  6   1504\n",
      "Processing..:  H23_44  6   1540\n",
      "Processing..:  H23_44  7   738\n",
      "Processing..:  H23_44  7   802\n",
      "Processing..:  H23_44  7   823\n",
      "Processing..:  H23_44  11   1168\n",
      "Processing..:  H23_44  11   1245\n",
      "Processing..:  H23_44  12   1374\n",
      "Processing..:  H23_44  12   1415\n",
      "Processing..:  H23_44  12   1424\n",
      "==============================================\n",
      "Session_id:  H23_47\n",
      "Channel:  2\n",
      "Cell_id:  0\n",
      "Number of spikes: 214\n",
      "==============================================\n",
      "Session_id:  H23_47\n",
      "Channel:  2\n",
      "Cell_id:  0\n",
      "Number of spikes: 211\n",
      "==============================================\n",
      "Session_id:  H23_47\n",
      "Channel:  2\n",
      "Cell_id:  0\n",
      "Number of spikes: 369\n",
      "==============================================\n",
      "Session_id:  H23_47\n",
      "Channel:  2\n",
      "Cell_id:  0\n",
      "Number of spikes: 2444\n",
      "==============================================\n",
      "Session_id:  H23_47\n",
      "Channel:  3\n",
      "Cell_id:  1\n",
      "Number of spikes: 1057\n",
      "==============================================\n",
      "Session_id:  H23_47\n",
      "Channel:  3\n",
      "Cell_id:  1\n",
      "Number of spikes: 504\n",
      "==============================================\n",
      "Session_id:  H23_47\n",
      "Channel:  3\n",
      "Cell_id:  1\n",
      "Number of spikes: 6713\n",
      "==============================================\n",
      "Session_id:  H23_47\n",
      "Channel:  4\n",
      "Cell_id:  2\n",
      "Number of spikes: 1431\n",
      "==============================================\n",
      "Session_id:  H23_47\n",
      "Channel:  5\n",
      "Cell_id:  3\n",
      "Number of spikes: 3082\n",
      "==============================================\n",
      "Session_id:  H23_47\n",
      "Channel:  6\n",
      "Cell_id:  4\n",
      "Number of spikes: 394\n",
      "==============================================\n",
      "Session_id:  H23_47\n",
      "Channel:  6\n",
      "Cell_id:  4\n",
      "Number of spikes: 4816\n",
      "==============================================\n",
      "Session_id:  H23_47\n",
      "Channel:  6\n",
      "Cell_id:  4\n",
      "Number of spikes: 1468\n",
      "==============================================\n",
      "Session_id:  H23_47\n",
      "Channel:  6\n",
      "Cell_id:  4\n",
      "Number of spikes: 6302\n",
      "==============================================\n",
      "Session_id:  H23_47\n",
      "Channel:  7\n",
      "Cell_id:  5\n",
      "Number of spikes: 4359\n",
      "==============================================\n",
      "Session_id:  H23_47\n",
      "Channel:  7\n",
      "Cell_id:  5\n",
      "Number of spikes: 294\n",
      "==============================================\n",
      "Session_id:  H23_47\n",
      "Channel:  7\n",
      "Cell_id:  5\n",
      "Number of spikes: 4174\n",
      "==============================================\n",
      "Session_id:  H23_47\n",
      "Channel:  51\n",
      "Cell_id:  6\n",
      "Number of spikes: 417\n",
      "Processing..:  H23_47  2   622\n",
      "Processing..:  H23_47  2   714\n",
      "Processing..:  H23_47  2   735\n",
      "Processing..:  H23_47  2   738\n",
      "Processing..:  H23_47  3   1591\n",
      "Processing..:  H23_47  3   1609\n",
      "Processing..:  H23_47  3   1689\n",
      "Processing..:  H23_47  4   416\n",
      "Processing..:  H23_47  5   552\n",
      "Processing..:  H23_47  6   1583\n",
      "Processing..:  H23_47  6   1813\n",
      "Processing..:  H23_47  6   1831\n",
      "Processing..:  H23_47  6   1842\n",
      "Processing..:  H23_47  7   1505\n",
      "Processing..:  H23_47  7   1513\n",
      "Processing..:  H23_47  7   1563\n",
      "Processing..:  H23_47  51   139\n",
      "==============================================\n",
      "Session_id:  H28_48\n",
      "Channel:  1\n",
      "Cell_id:  0\n",
      "Number of spikes: 12433\n",
      "==============================================\n",
      "Session_id:  H28_48\n",
      "Channel:  2\n",
      "Cell_id:  1\n",
      "Number of spikes: 1362\n",
      "==============================================\n",
      "Session_id:  H28_48\n",
      "Channel:  2\n",
      "Cell_id:  1\n",
      "Number of spikes: 8034\n",
      "==============================================\n",
      "Session_id:  H28_48\n",
      "Channel:  3\n",
      "Cell_id:  2\n",
      "Number of spikes: 1166\n",
      "==============================================\n",
      "Session_id:  H28_48\n",
      "Channel:  3\n",
      "Cell_id:  2\n",
      "Number of spikes: 2379\n",
      "==============================================\n",
      "Session_id:  H28_48\n",
      "Channel:  5\n",
      "Cell_id:  3\n",
      "Number of spikes: 3990\n",
      "==============================================\n",
      "Session_id:  H28_48\n",
      "Channel:  6\n",
      "Cell_id:  4\n",
      "Number of spikes: 8742\n",
      "==============================================\n",
      "Session_id:  H28_48\n",
      "Channel:  7\n",
      "Cell_id:  5\n",
      "Number of spikes: 8203\n",
      "==============================================\n",
      "Session_id:  H28_48\n",
      "Channel:  25\n",
      "Cell_id:  6\n",
      "Number of spikes: 91\n",
      "==============================================\n",
      "Session_id:  H28_48\n",
      "Channel:  25\n",
      "Cell_id:  6\n",
      "Number of spikes: 889\n",
      "==============================================\n",
      "Session_id:  H28_48\n",
      "Channel:  25\n",
      "Cell_id:  6\n",
      "Number of spikes: 2590\n",
      "==============================================\n",
      "Session_id:  H28_48\n",
      "Channel:  26\n",
      "Cell_id:  7\n",
      "Number of spikes: 827\n",
      "==============================================\n",
      "Session_id:  H28_48\n",
      "Channel:  26\n",
      "Cell_id:  7\n",
      "Number of spikes: 2917\n",
      "==============================================\n",
      "Session_id:  H28_48\n",
      "Channel:  26\n",
      "Cell_id:  7\n",
      "Number of spikes: 9367\n",
      "==============================================\n",
      "Session_id:  H28_48\n",
      "Channel:  27\n",
      "Cell_id:  8\n",
      "Number of spikes: 367\n",
      "==============================================\n",
      "Session_id:  H28_48\n",
      "Channel:  27\n",
      "Cell_id:  8\n",
      "Number of spikes: 1980\n",
      "==============================================\n",
      "Session_id:  H28_48\n",
      "Channel:  27\n",
      "Cell_id:  8\n",
      "Number of spikes: 2403\n",
      "==============================================\n",
      "Session_id:  H28_48\n",
      "Channel:  28\n",
      "Cell_id:  9\n",
      "Number of spikes: 2200\n",
      "==============================================\n",
      "Session_id:  H28_48\n",
      "Channel:  28\n",
      "Cell_id:  9\n",
      "Number of spikes: 803\n",
      "==============================================\n",
      "Session_id:  H28_48\n",
      "Channel:  28\n",
      "Cell_id:  9\n",
      "Number of spikes: 2975\n",
      "==============================================\n",
      "Session_id:  H28_48\n",
      "Channel:  29\n",
      "Cell_id:  10\n",
      "Number of spikes: 666\n",
      "==============================================\n",
      "Session_id:  H28_48\n",
      "Channel:  29\n",
      "Cell_id:  10\n",
      "Number of spikes: 3858\n",
      "==============================================\n",
      "Session_id:  H28_48\n",
      "Channel:  29\n",
      "Cell_id:  10\n",
      "Number of spikes: 1254\n",
      "==============================================\n",
      "Session_id:  H28_48\n",
      "Channel:  29\n",
      "Cell_id:  10\n",
      "Number of spikes: 2505\n",
      "==============================================\n",
      "Session_id:  H28_48\n",
      "Channel:  30\n",
      "Cell_id:  11\n",
      "Number of spikes: 867\n",
      "==============================================\n",
      "Session_id:  H28_48\n",
      "Channel:  30\n",
      "Cell_id:  11\n",
      "Number of spikes: 3723\n",
      "==============================================\n",
      "Session_id:  H28_48\n",
      "Channel:  30\n",
      "Cell_id:  11\n",
      "Number of spikes: 135\n",
      "==============================================\n",
      "Session_id:  H28_48\n",
      "Channel:  30\n",
      "Cell_id:  11\n",
      "Number of spikes: 1942\n",
      "==============================================\n",
      "Session_id:  H28_48\n",
      "Channel:  31\n",
      "Cell_id:  12\n",
      "Number of spikes: 166\n",
      "==============================================\n",
      "Session_id:  H28_48\n",
      "Channel:  31\n",
      "Cell_id:  12\n",
      "Number of spikes: 1134\n",
      "==============================================\n",
      "Session_id:  H28_48\n",
      "Channel:  31\n",
      "Cell_id:  12\n",
      "Number of spikes: 1233\n",
      "==============================================\n",
      "Session_id:  H28_48\n",
      "Channel:  31\n",
      "Cell_id:  12\n",
      "Number of spikes: 810\n",
      "==============================================\n",
      "Session_id:  H28_48\n",
      "Channel:  31\n",
      "Cell_id:  12\n",
      "Number of spikes: 332\n",
      "==============================================\n",
      "Session_id:  H28_48\n",
      "Channel:  31\n",
      "Cell_id:  12\n",
      "Number of spikes: 1760\n",
      "==============================================\n",
      "Session_id:  H28_48\n",
      "Channel:  31\n",
      "Cell_id:  12\n",
      "Number of spikes: 2053\n",
      "==============================================\n",
      "Session_id:  H28_48\n",
      "Channel:  32\n",
      "Cell_id:  13\n",
      "Number of spikes: 774\n",
      "==============================================\n",
      "Session_id:  H28_48\n",
      "Channel:  32\n",
      "Cell_id:  13\n",
      "Number of spikes: 4502\n",
      "==============================================\n",
      "Session_id:  H28_48\n",
      "Channel:  49\n",
      "Cell_id:  14\n",
      "Number of spikes: 4296\n",
      "==============================================\n",
      "Session_id:  H28_48\n",
      "Channel:  53\n",
      "Cell_id:  15\n",
      "Number of spikes: 2361\n",
      "==============================================\n",
      "Session_id:  H28_48\n",
      "Channel:  54\n",
      "Cell_id:  16\n",
      "Number of spikes: 5171\n",
      "==============================================\n",
      "Session_id:  H28_48\n",
      "Channel:  55\n",
      "Cell_id:  17\n",
      "Number of spikes: 961\n",
      "==============================================\n",
      "Session_id:  H28_48\n",
      "Channel:  55\n",
      "Cell_id:  17\n",
      "Number of spikes: 2096\n",
      "==============================================\n",
      "Session_id:  H28_48\n",
      "Channel:  55\n",
      "Cell_id:  17\n",
      "Number of spikes: 675\n",
      "==============================================\n",
      "Session_id:  H28_48\n",
      "Channel:  56\n",
      "Cell_id:  18\n",
      "Number of spikes: 427\n",
      "==============================================\n",
      "Session_id:  H28_48\n",
      "Channel:  56\n",
      "Cell_id:  18\n",
      "Number of spikes: 5044\n",
      "Processing..:  H28_48  1   2336\n",
      "Processing..:  H28_48  2   1468\n",
      "Processing..:  H28_48  2   1541\n",
      "Processing..:  H28_48  3   1056\n",
      "Processing..:  H28_48  3   1169\n",
      "Processing..:  H28_48  5   1116\n",
      "Processing..:  H28_48  6   2095\n",
      "Processing..:  H28_48  7   1767\n",
      "Processing..:  H28_48  25   2685\n",
      "Processing..:  H28_48  25   3327\n",
      "Processing..:  H28_48  25   3329\n",
      "Processing..:  H28_48  26   2893\n",
      "Processing..:  H28_48  26   2999\n",
      "Processing..:  H28_48  26   3144\n",
      "Processing..:  H28_48  27   1419\n",
      "Processing..:  H28_48  27   1520\n",
      "Processing..:  H28_48  27   1584\n",
      "Processing..:  H28_48  28   1218\n",
      "Processing..:  H28_48  28   1446\n",
      "Processing..:  H28_48  28   1485\n",
      "Processing..:  H28_48  29   2217\n",
      "Processing..:  H28_48  29   2356\n",
      "Processing..:  H28_48  29   2391\n",
      "Processing..:  H28_48  29   2432\n",
      "Processing..:  H28_48  30   1519\n",
      "Processing..:  H28_48  30   1825\n",
      "Processing..:  H28_48  30   1854\n",
      "Processing..:  H28_48  30   1873\n",
      "Processing..:  H28_48  31   314\n",
      "Processing..:  H28_48  31   977\n",
      "Processing..:  H28_48  31   1378\n",
      "Processing..:  H28_48  31   1403\n",
      "Processing..:  H28_48  31   1431\n",
      "Processing..:  H28_48  31   1589\n",
      "Processing..:  H28_48  31   1590\n",
      "Processing..:  H28_48  32   1594\n",
      "Processing..:  H28_48  32   1684\n",
      "Processing..:  H28_48  49   1408\n",
      "Processing..:  H28_48  53   901\n",
      "Processing..:  H28_48  54   1723\n",
      "Processing..:  H28_48  55   1307\n",
      "Processing..:  H28_48  55   1328\n",
      "Processing..:  H28_48  55   1517\n",
      "Processing..:  H28_48  56   1368\n",
      "Processing..:  H28_48  56   1487\n",
      "==============================================\n",
      "Session_id:  H29_49\n",
      "Channel:  6\n",
      "Cell_id:  0\n",
      "Number of spikes: 502\n",
      "==============================================\n",
      "Session_id:  H29_49\n",
      "Channel:  6\n",
      "Cell_id:  0\n",
      "Number of spikes: 87\n",
      "==============================================\n",
      "Session_id:  H29_49\n",
      "Channel:  6\n",
      "Cell_id:  0\n",
      "Number of spikes: 797\n",
      "==============================================\n",
      "Session_id:  H29_49\n",
      "Channel:  6\n",
      "Cell_id:  0\n",
      "Number of spikes: 958\n",
      "==============================================\n",
      "Session_id:  H29_49\n",
      "Channel:  20\n",
      "Cell_id:  1\n",
      "Number of spikes: 262\n",
      "==============================================\n",
      "Session_id:  H29_49\n",
      "Channel:  21\n",
      "Cell_id:  2\n",
      "Number of spikes: 241\n",
      "==============================================\n",
      "Session_id:  H29_49\n",
      "Channel:  21\n",
      "Cell_id:  2\n",
      "Number of spikes: 1181\n",
      "==============================================\n",
      "Session_id:  H29_49\n",
      "Channel:  21\n",
      "Cell_id:  2\n",
      "Number of spikes: 7518\n",
      "==============================================\n",
      "Session_id:  H29_49\n",
      "Channel:  23\n",
      "Cell_id:  3\n",
      "Number of spikes: 924\n",
      "==============================================\n",
      "Session_id:  H29_49\n",
      "Channel:  23\n",
      "Cell_id:  3\n",
      "Number of spikes: 6755\n",
      "==============================================\n",
      "Session_id:  H29_49\n",
      "Channel:  25\n",
      "Cell_id:  4\n",
      "Number of spikes: 804\n",
      "==============================================\n",
      "Session_id:  H29_49\n",
      "Channel:  25\n",
      "Cell_id:  4\n",
      "Number of spikes: 3080\n",
      "==============================================\n",
      "Session_id:  H29_49\n",
      "Channel:  25\n",
      "Cell_id:  4\n",
      "Number of spikes: 1150\n",
      "==============================================\n",
      "Session_id:  H29_49\n",
      "Channel:  26\n",
      "Cell_id:  5\n",
      "Number of spikes: 942\n",
      "==============================================\n",
      "Session_id:  H29_49\n",
      "Channel:  27\n",
      "Cell_id:  6\n",
      "Number of spikes: 111\n",
      "==============================================\n",
      "Session_id:  H29_49\n",
      "Channel:  27\n",
      "Cell_id:  6\n",
      "Number of spikes: 771\n",
      "==============================================\n",
      "Session_id:  H29_49\n",
      "Channel:  27\n",
      "Cell_id:  6\n",
      "Number of spikes: 1693\n",
      "==============================================\n",
      "Session_id:  H29_49\n",
      "Channel:  27\n",
      "Cell_id:  6\n",
      "Number of spikes: 5904\n",
      "==============================================\n",
      "Session_id:  H29_49\n",
      "Channel:  28\n",
      "Cell_id:  7\n",
      "Number of spikes: 1010\n",
      "==============================================\n",
      "Session_id:  H29_49\n",
      "Channel:  28\n",
      "Cell_id:  7\n",
      "Number of spikes: 1362\n",
      "==============================================\n",
      "Session_id:  H29_49\n",
      "Channel:  28\n",
      "Cell_id:  7\n",
      "Number of spikes: 570\n",
      "==============================================\n",
      "Session_id:  H29_49\n",
      "Channel:  28\n",
      "Cell_id:  7\n",
      "Number of spikes: 504\n",
      "==============================================\n",
      "Session_id:  H29_49\n",
      "Channel:  28\n",
      "Cell_id:  7\n",
      "Number of spikes: 4714\n",
      "==============================================\n",
      "Session_id:  H29_49\n",
      "Channel:  30\n",
      "Cell_id:  8\n",
      "Number of spikes: 349\n",
      "==============================================\n",
      "Session_id:  H29_49\n",
      "Channel:  30\n",
      "Cell_id:  8\n",
      "Number of spikes: 3508\n",
      "==============================================\n",
      "Session_id:  H29_49\n",
      "Channel:  31\n",
      "Cell_id:  9\n",
      "Number of spikes: 2164\n",
      "==============================================\n",
      "Session_id:  H29_49\n",
      "Channel:  31\n",
      "Cell_id:  9\n",
      "Number of spikes: 5041\n",
      "Processing..:  H29_49  6   778\n",
      "Processing..:  H29_49  6   891\n",
      "Processing..:  H29_49  6   906\n",
      "Processing..:  H29_49  6   1067\n",
      "Processing..:  H29_49  20   73\n",
      "Processing..:  H29_49  21   1115\n",
      "Processing..:  H29_49  21   1214\n",
      "Processing..:  H29_49  21   1231\n",
      "Processing..:  H29_49  23   1354\n",
      "Processing..:  H29_49  23   1372\n",
      "Processing..:  H29_49  25   1132\n",
      "Processing..:  H29_49  25   1185\n",
      "Processing..:  H29_49  25   1189\n",
      "Processing..:  H29_49  26   422\n",
      "Processing..:  H29_49  27   1755\n",
      "Processing..:  H29_49  27   1822\n",
      "Processing..:  H29_49  27   1871\n",
      "Processing..:  H29_49  27   1891\n",
      "Processing..:  H29_49  28   1216\n",
      "Processing..:  H29_49  28   1439\n",
      "Processing..:  H29_49  28   1501\n",
      "Processing..:  H29_49  28   1517\n",
      "Processing..:  H29_49  28   1522\n",
      "Processing..:  H29_49  30   827\n",
      "Processing..:  H29_49  30   862\n",
      "Processing..:  H29_49  31   1206\n",
      "Processing..:  H29_49  31   1227\n",
      "==============================================\n",
      "Session_id:  H31_50\n",
      "Channel:  25\n",
      "Cell_id:  0\n",
      "Number of spikes: 4021\n",
      "==============================================\n",
      "Session_id:  H31_50\n",
      "Channel:  26\n",
      "Cell_id:  1\n",
      "Number of spikes: 2356\n",
      "==============================================\n",
      "Session_id:  H31_50\n",
      "Channel:  26\n",
      "Cell_id:  1\n",
      "Number of spikes: 15097\n",
      "==============================================\n",
      "Session_id:  H31_50\n",
      "Channel:  26\n",
      "Cell_id:  1\n",
      "Number of spikes: 525\n",
      "==============================================\n",
      "Session_id:  H31_50\n",
      "Channel:  27\n",
      "Cell_id:  2\n",
      "Number of spikes: 846\n",
      "==============================================\n",
      "Session_id:  H31_50\n",
      "Channel:  27\n",
      "Cell_id:  2\n",
      "Number of spikes: 6035\n",
      "==============================================\n",
      "Session_id:  H31_50\n",
      "Channel:  28\n",
      "Cell_id:  3\n",
      "Number of spikes: 1738\n",
      "==============================================\n",
      "Session_id:  H31_50\n",
      "Channel:  28\n",
      "Cell_id:  3\n",
      "Number of spikes: 6804\n",
      "==============================================\n",
      "Session_id:  H31_50\n",
      "Channel:  29\n",
      "Cell_id:  4\n",
      "Number of spikes: 9496\n",
      "==============================================\n",
      "Session_id:  H31_50\n",
      "Channel:  30\n",
      "Cell_id:  5\n",
      "Number of spikes: 2016\n",
      "==============================================\n",
      "Session_id:  H31_50\n",
      "Channel:  30\n",
      "Cell_id:  5\n",
      "Number of spikes: 9508\n",
      "==============================================\n",
      "Session_id:  H31_50\n",
      "Channel:  30\n",
      "Cell_id:  5\n",
      "Number of spikes: 623\n",
      "==============================================\n",
      "Session_id:  H31_50\n",
      "Channel:  38\n",
      "Cell_id:  6\n",
      "Number of spikes: 677\n",
      "==============================================\n",
      "Session_id:  H31_50\n",
      "Channel:  38\n",
      "Cell_id:  6\n",
      "Number of spikes: 4588\n",
      "Processing..:  H31_50  25   1836\n",
      "Processing..:  H31_50  26   3897\n",
      "Processing..:  H31_50  26   3924\n",
      "Processing..:  H31_50  26   3936\n",
      "Processing..:  H31_50  27   1950\n",
      "Processing..:  H31_50  27   2011\n",
      "Processing..:  H31_50  28   1614\n",
      "Processing..:  H31_50  28   1752\n",
      "Processing..:  H31_50  29   2182\n",
      "Processing..:  H31_50  30   3139\n",
      "Processing..:  H31_50  30   3196\n",
      "Processing..:  H31_50  30   3200\n",
      "Processing..:  H31_50  38   5151\n",
      "Processing..:  H31_50  38   5522\n",
      "==============================================\n",
      "Session_id:  H33_52\n",
      "Channel:  4\n",
      "Cell_id:  0\n",
      "Number of spikes: 396\n",
      "==============================================\n",
      "Session_id:  H33_52\n",
      "Channel:  4\n",
      "Cell_id:  0\n",
      "Number of spikes: 772\n",
      "==============================================\n",
      "Session_id:  H33_52\n",
      "Channel:  4\n",
      "Cell_id:  0\n",
      "Number of spikes: 3302\n",
      "==============================================\n",
      "Session_id:  H33_52\n",
      "Channel:  4\n",
      "Cell_id:  0\n",
      "Number of spikes: 3593\n",
      "==============================================\n",
      "Session_id:  H33_52\n",
      "Channel:  6\n",
      "Cell_id:  1\n",
      "Number of spikes: 3676\n",
      "==============================================\n",
      "Session_id:  H33_52\n",
      "Channel:  6\n",
      "Cell_id:  1\n",
      "Number of spikes: 53521\n",
      "==============================================\n",
      "Session_id:  H33_52\n",
      "Channel:  26\n",
      "Cell_id:  2\n",
      "Number of spikes: 3499\n",
      "==============================================\n",
      "Session_id:  H33_52\n",
      "Channel:  27\n",
      "Cell_id:  3\n",
      "Number of spikes: 1723\n",
      "==============================================\n",
      "Session_id:  H33_52\n",
      "Channel:  27\n",
      "Cell_id:  3\n",
      "Number of spikes: 9912\n",
      "==============================================\n",
      "Session_id:  H33_52\n",
      "Channel:  27\n",
      "Cell_id:  3\n",
      "Number of spikes: 7635\n",
      "==============================================\n",
      "Session_id:  H33_52\n",
      "Channel:  28\n",
      "Cell_id:  4\n",
      "Number of spikes: 10077\n",
      "==============================================\n",
      "Session_id:  H33_52\n",
      "Channel:  29\n",
      "Cell_id:  5\n",
      "Number of spikes: 5485\n",
      "==============================================\n",
      "Session_id:  H33_52\n",
      "Channel:  29\n",
      "Cell_id:  5\n",
      "Number of spikes: 2803\n",
      "==============================================\n",
      "Session_id:  H33_52\n",
      "Channel:  30\n",
      "Cell_id:  6\n",
      "Number of spikes: 589\n",
      "==============================================\n",
      "Session_id:  H33_52\n",
      "Channel:  30\n",
      "Cell_id:  6\n",
      "Number of spikes: 694\n",
      "==============================================\n",
      "Session_id:  H33_52\n",
      "Channel:  30\n",
      "Cell_id:  6\n",
      "Number of spikes: 3688\n",
      "==============================================\n",
      "Session_id:  H33_52\n",
      "Channel:  31\n",
      "Cell_id:  7\n",
      "Number of spikes: 1679\n",
      "==============================================\n",
      "Session_id:  H33_52\n",
      "Channel:  31\n",
      "Cell_id:  7\n",
      "Number of spikes: 1774\n",
      "Processing..:  H33_52  4   1288\n",
      "Processing..:  H33_52  4   1816\n",
      "Processing..:  H33_52  4   1846\n",
      "Processing..:  H33_52  4   1861\n",
      "Processing..:  H33_52  6   4124\n",
      "Processing..:  H33_52  6   4210\n",
      "Processing..:  H33_52  26   870\n",
      "Processing..:  H33_52  27   2661\n",
      "Processing..:  H33_52  27   2777\n",
      "Processing..:  H33_52  27   2778\n",
      "Processing..:  H33_52  28   2084\n",
      "Processing..:  H33_52  29   1519\n",
      "Processing..:  H33_52  29   1585\n",
      "Processing..:  H33_52  30   1057\n",
      "Processing..:  H33_52  30   1060\n",
      "Processing..:  H33_52  30   1071\n",
      "Processing..:  H33_52  31   913\n",
      "Processing..:  H33_52  31   914\n",
      "==============================================\n",
      "Session_id:  H42_54\n",
      "Channel:  10\n",
      "Cell_id:  0\n",
      "Number of spikes: 620\n",
      "==============================================\n",
      "Session_id:  H42_54\n",
      "Channel:  10\n",
      "Cell_id:  0\n",
      "Number of spikes: 2672\n",
      "==============================================\n",
      "Session_id:  H42_54\n",
      "Channel:  10\n",
      "Cell_id:  0\n",
      "Number of spikes: 1031\n",
      "==============================================\n",
      "Session_id:  H42_54\n",
      "Channel:  15\n",
      "Cell_id:  1\n",
      "Number of spikes: 2963\n",
      "==============================================\n",
      "Session_id:  H42_54\n",
      "Channel:  17\n",
      "Cell_id:  2\n",
      "Number of spikes: 228\n",
      "==============================================\n",
      "Session_id:  H42_54\n",
      "Channel:  17\n",
      "Cell_id:  2\n",
      "Number of spikes: 355\n",
      "==============================================\n",
      "Session_id:  H42_54\n",
      "Channel:  17\n",
      "Cell_id:  2\n",
      "Number of spikes: 5527\n",
      "==============================================\n",
      "Session_id:  H42_54\n",
      "Channel:  18\n",
      "Cell_id:  3\n",
      "Number of spikes: 18577\n",
      "==============================================\n",
      "Session_id:  H42_54\n",
      "Channel:  20\n",
      "Cell_id:  4\n",
      "Number of spikes: 94\n",
      "==============================================\n",
      "Session_id:  H42_54\n",
      "Channel:  20\n",
      "Cell_id:  4\n",
      "Number of spikes: 456\n",
      "==============================================\n",
      "Session_id:  H42_54\n",
      "Channel:  20\n",
      "Cell_id:  4\n",
      "Number of spikes: 182\n",
      "==============================================\n",
      "Session_id:  H42_54\n",
      "Channel:  20\n",
      "Cell_id:  4\n",
      "Number of spikes: 621\n",
      "==============================================\n",
      "Session_id:  H42_54\n",
      "Channel:  21\n",
      "Cell_id:  5\n",
      "Number of spikes: 11183\n",
      "==============================================\n",
      "Session_id:  H42_54\n",
      "Channel:  26\n",
      "Cell_id:  6\n",
      "Number of spikes: 1101\n",
      "==============================================\n",
      "Session_id:  H42_54\n",
      "Channel:  30\n",
      "Cell_id:  7\n",
      "Number of spikes: 3498\n",
      "==============================================\n",
      "Session_id:  H42_54\n",
      "Channel:  31\n",
      "Cell_id:  8\n",
      "Number of spikes: 131\n",
      "==============================================\n",
      "Session_id:  H42_54\n",
      "Channel:  31\n",
      "Cell_id:  8\n",
      "Number of spikes: 7838\n",
      "==============================================\n",
      "Session_id:  H42_54\n",
      "Channel:  49\n",
      "Cell_id:  9\n",
      "Number of spikes: 193\n",
      "==============================================\n",
      "Session_id:  H42_54\n",
      "Channel:  49\n",
      "Cell_id:  9\n",
      "Number of spikes: 12006\n",
      "==============================================\n",
      "Session_id:  H42_54\n",
      "Channel:  49\n",
      "Cell_id:  9\n",
      "Number of spikes: 3949\n",
      "==============================================\n",
      "Session_id:  H42_54\n",
      "Channel:  49\n",
      "Cell_id:  9\n",
      "Number of spikes: 1290\n",
      "==============================================\n",
      "Session_id:  H42_54\n",
      "Channel:  51\n",
      "Cell_id:  10\n",
      "Number of spikes: 79\n",
      "==============================================\n",
      "Session_id:  H42_54\n",
      "Channel:  51\n",
      "Cell_id:  10\n",
      "Number of spikes: 898\n",
      "==============================================\n",
      "Session_id:  H42_54\n",
      "Channel:  52\n",
      "Cell_id:  11\n",
      "Number of spikes: 364\n",
      "==============================================\n",
      "Session_id:  H42_54\n",
      "Channel:  52\n",
      "Cell_id:  11\n",
      "Number of spikes: 1510\n",
      "==============================================\n",
      "Session_id:  H42_54\n",
      "Channel:  52\n",
      "Cell_id:  11\n",
      "Number of spikes: 5746\n",
      "==============================================\n",
      "Session_id:  H42_54\n",
      "Channel:  52\n",
      "Cell_id:  11\n",
      "Number of spikes: 258\n",
      "==============================================\n",
      "Session_id:  H42_54\n",
      "Channel:  55\n",
      "Cell_id:  12\n",
      "Number of spikes: 114\n",
      "==============================================\n",
      "Session_id:  H42_54\n",
      "Channel:  55\n",
      "Cell_id:  12\n",
      "Number of spikes: 568\n",
      "==============================================\n",
      "Session_id:  H42_54\n",
      "Channel:  55\n",
      "Cell_id:  12\n",
      "Number of spikes: 1427\n",
      "==============================================\n",
      "Session_id:  H42_54\n",
      "Channel:  55\n",
      "Cell_id:  12\n",
      "Number of spikes: 266\n",
      "==============================================\n",
      "Session_id:  H42_54\n",
      "Channel:  55\n",
      "Cell_id:  12\n",
      "Number of spikes: 3774\n",
      "Processing..:  H42_54  10   987\n",
      "Processing..:  H42_54  10   1041\n",
      "Processing..:  H42_54  10   1062\n",
      "Processing..:  H42_54  15   934\n",
      "Processing..:  H42_54  17   2993\n",
      "Processing..:  H42_54  17   3171\n",
      "Processing..:  H42_54  17   3177\n",
      "Processing..:  H42_54  18   3682\n",
      "Processing..:  H42_54  20   439\n",
      "Processing..:  H42_54  20   583\n",
      "Processing..:  H42_54  20   599\n",
      "Processing..:  H42_54  20   650\n",
      "Processing..:  H42_54  21   2342\n",
      "Processing..:  H42_54  26   667\n",
      "Processing..:  H42_54  30   1040\n",
      "Processing..:  H42_54  31   1007\n",
      "Processing..:  H42_54  31   1055\n",
      "Processing..:  H42_54  49   3225\n",
      "Processing..:  H42_54  49   3354\n",
      "Processing..:  H42_54  49   3362\n",
      "Processing..:  H42_54  49   3743\n",
      "Processing..:  H42_54  51   1037\n",
      "Processing..:  H42_54  51   1132\n",
      "Processing..:  H42_54  52   2052\n",
      "Processing..:  H42_54  52   2341\n",
      "Processing..:  H42_54  52   2346\n",
      "Processing..:  H42_54  52   2355\n",
      "Processing..:  H42_54  55   415\n",
      "Processing..:  H42_54  55   1517\n",
      "Processing..:  H42_54  55   1634\n",
      "Processing..:  H42_54  55   1686\n",
      "Processing..:  H42_54  55   1697\n",
      "==============================================\n",
      "Session_id:  H42_55\n",
      "Channel:  10\n",
      "Cell_id:  0\n",
      "Number of spikes: 620\n",
      "==============================================\n",
      "Session_id:  H42_55\n",
      "Channel:  10\n",
      "Cell_id:  0\n",
      "Number of spikes: 2672\n",
      "==============================================\n",
      "Session_id:  H42_55\n",
      "Channel:  10\n",
      "Cell_id:  0\n",
      "Number of spikes: 1031\n",
      "==============================================\n",
      "Session_id:  H42_55\n",
      "Channel:  15\n",
      "Cell_id:  1\n",
      "Number of spikes: 2963\n",
      "==============================================\n",
      "Session_id:  H42_55\n",
      "Channel:  17\n",
      "Cell_id:  2\n",
      "Number of spikes: 228\n",
      "==============================================\n",
      "Session_id:  H42_55\n",
      "Channel:  17\n",
      "Cell_id:  2\n",
      "Number of spikes: 355\n",
      "==============================================\n",
      "Session_id:  H42_55\n",
      "Channel:  17\n",
      "Cell_id:  2\n",
      "Number of spikes: 5527\n",
      "==============================================\n",
      "Session_id:  H42_55\n",
      "Channel:  18\n",
      "Cell_id:  3\n",
      "Number of spikes: 18577\n",
      "==============================================\n",
      "Session_id:  H42_55\n",
      "Channel:  20\n",
      "Cell_id:  4\n",
      "Number of spikes: 94\n",
      "==============================================\n",
      "Session_id:  H42_55\n",
      "Channel:  20\n",
      "Cell_id:  4\n",
      "Number of spikes: 456\n",
      "==============================================\n",
      "Session_id:  H42_55\n",
      "Channel:  20\n",
      "Cell_id:  4\n",
      "Number of spikes: 182\n",
      "==============================================\n",
      "Session_id:  H42_55\n",
      "Channel:  20\n",
      "Cell_id:  4\n",
      "Number of spikes: 621\n",
      "==============================================\n",
      "Session_id:  H42_55\n",
      "Channel:  21\n",
      "Cell_id:  5\n",
      "Number of spikes: 11183\n",
      "==============================================\n",
      "Session_id:  H42_55\n",
      "Channel:  26\n",
      "Cell_id:  6\n",
      "Number of spikes: 1101\n",
      "==============================================\n",
      "Session_id:  H42_55\n",
      "Channel:  30\n",
      "Cell_id:  7\n",
      "Number of spikes: 3498\n",
      "==============================================\n",
      "Session_id:  H42_55\n",
      "Channel:  31\n",
      "Cell_id:  8\n",
      "Number of spikes: 131\n",
      "==============================================\n",
      "Session_id:  H42_55\n",
      "Channel:  31\n",
      "Cell_id:  8\n",
      "Number of spikes: 7838\n",
      "==============================================\n",
      "Session_id:  H42_55\n",
      "Channel:  49\n",
      "Cell_id:  9\n",
      "Number of spikes: 193\n",
      "==============================================\n",
      "Session_id:  H42_55\n",
      "Channel:  49\n",
      "Cell_id:  9\n",
      "Number of spikes: 12006\n",
      "==============================================\n",
      "Session_id:  H42_55\n",
      "Channel:  49\n",
      "Cell_id:  9\n",
      "Number of spikes: 3949\n",
      "==============================================\n",
      "Session_id:  H42_55\n",
      "Channel:  49\n",
      "Cell_id:  9\n",
      "Number of spikes: 1290\n",
      "==============================================\n",
      "Session_id:  H42_55\n",
      "Channel:  51\n",
      "Cell_id:  10\n",
      "Number of spikes: 79\n",
      "==============================================\n",
      "Session_id:  H42_55\n",
      "Channel:  51\n",
      "Cell_id:  10\n",
      "Number of spikes: 898\n",
      "==============================================\n",
      "Session_id:  H42_55\n",
      "Channel:  52\n",
      "Cell_id:  11\n",
      "Number of spikes: 364\n",
      "==============================================\n",
      "Session_id:  H42_55\n",
      "Channel:  52\n",
      "Cell_id:  11\n",
      "Number of spikes: 1510\n",
      "==============================================\n",
      "Session_id:  H42_55\n",
      "Channel:  52\n",
      "Cell_id:  11\n",
      "Number of spikes: 5746\n",
      "==============================================\n",
      "Session_id:  H42_55\n",
      "Channel:  52\n",
      "Cell_id:  11\n",
      "Number of spikes: 258\n",
      "==============================================\n",
      "Session_id:  H42_55\n",
      "Channel:  55\n",
      "Cell_id:  12\n",
      "Number of spikes: 114\n",
      "==============================================\n",
      "Session_id:  H42_55\n",
      "Channel:  55\n",
      "Cell_id:  12\n",
      "Number of spikes: 568\n",
      "==============================================\n",
      "Session_id:  H42_55\n",
      "Channel:  55\n",
      "Cell_id:  12\n",
      "Number of spikes: 1427\n",
      "==============================================\n",
      "Session_id:  H42_55\n",
      "Channel:  55\n",
      "Cell_id:  12\n",
      "Number of spikes: 266\n",
      "==============================================\n",
      "Session_id:  H42_55\n",
      "Channel:  55\n",
      "Cell_id:  12\n",
      "Number of spikes: 3774\n",
      "Processing..:  H42_55  10   987\n",
      "Processing..:  H42_55  10   1041\n",
      "Processing..:  H42_55  10   1062\n",
      "Processing..:  H42_55  15   934\n",
      "Processing..:  H42_55  17   2993\n",
      "Processing..:  H42_55  17   3171\n",
      "Processing..:  H42_55  17   3177\n",
      "Processing..:  H42_55  18   3682\n",
      "Processing..:  H42_55  20   439\n",
      "Processing..:  H42_55  20   583\n",
      "Processing..:  H42_55  20   599\n",
      "Processing..:  H42_55  20   650\n",
      "Processing..:  H42_55  21   2342\n",
      "Processing..:  H42_55  26   667\n",
      "Processing..:  H42_55  30   1040\n",
      "Processing..:  H42_55  31   1007\n",
      "Processing..:  H42_55  31   1055\n",
      "Processing..:  H42_55  49   3225\n",
      "Processing..:  H42_55  49   3354\n",
      "Processing..:  H42_55  49   3362\n",
      "Processing..:  H42_55  49   3743\n",
      "Processing..:  H42_55  51   1037\n",
      "Processing..:  H42_55  51   1132\n",
      "Processing..:  H42_55  52   2052\n",
      "Processing..:  H42_55  52   2341\n",
      "Processing..:  H42_55  52   2346\n",
      "Processing..:  H42_55  52   2355\n",
      "Processing..:  H42_55  55   415\n",
      "Processing..:  H42_55  55   1517\n",
      "Processing..:  H42_55  55   1634\n",
      "Processing..:  H42_55  55   1686\n",
      "Processing..:  H42_55  55   1697\n",
      "==============================================\n",
      "Session_id:  H43_56\n",
      "Channel:  9\n",
      "Cell_id:  0\n",
      "Number of spikes: 185\n",
      "==============================================\n",
      "Session_id:  H43_56\n",
      "Channel:  10\n",
      "Cell_id:  1\n",
      "Number of spikes: 1048\n",
      "==============================================\n",
      "Session_id:  H43_56\n",
      "Channel:  10\n",
      "Cell_id:  1\n",
      "Number of spikes: 903\n",
      "==============================================\n",
      "Session_id:  H43_56\n",
      "Channel:  10\n",
      "Cell_id:  1\n",
      "Number of spikes: 132\n",
      "==============================================\n",
      "Session_id:  H43_56\n",
      "Channel:  11\n",
      "Cell_id:  2\n",
      "Number of spikes: 1111\n",
      "==============================================\n",
      "Session_id:  H43_56\n",
      "Channel:  11\n",
      "Cell_id:  2\n",
      "Number of spikes: 1110\n",
      "==============================================\n",
      "Session_id:  H43_56\n",
      "Channel:  11\n",
      "Cell_id:  2\n",
      "Number of spikes: 462\n",
      "==============================================\n",
      "Session_id:  H43_56\n",
      "Channel:  11\n",
      "Cell_id:  2\n",
      "Number of spikes: 783\n",
      "==============================================\n",
      "Session_id:  H43_56\n",
      "Channel:  13\n",
      "Cell_id:  3\n",
      "Number of spikes: 493\n",
      "==============================================\n",
      "Session_id:  H43_56\n",
      "Channel:  14\n",
      "Cell_id:  4\n",
      "Number of spikes: 1853\n",
      "==============================================\n",
      "Session_id:  H43_56\n",
      "Channel:  14\n",
      "Cell_id:  4\n",
      "Number of spikes: 1819\n",
      "==============================================\n",
      "Session_id:  H43_56\n",
      "Channel:  14\n",
      "Cell_id:  4\n",
      "Number of spikes: 927\n",
      "==============================================\n",
      "Session_id:  H43_56\n",
      "Channel:  15\n",
      "Cell_id:  5\n",
      "Number of spikes: 152\n",
      "==============================================\n",
      "Session_id:  H43_56\n",
      "Channel:  15\n",
      "Cell_id:  5\n",
      "Number of spikes: 558\n",
      "==============================================\n",
      "Session_id:  H43_56\n",
      "Channel:  15\n",
      "Cell_id:  5\n",
      "Number of spikes: 638\n",
      "Processing..:  H43_56  9   26\n",
      "Processing..:  H43_56  10   743\n",
      "Processing..:  H43_56  10   751\n",
      "Processing..:  H43_56  10   753\n",
      "Processing..:  H43_56  11   1186\n",
      "Processing..:  H43_56  11   1195\n",
      "Processing..:  H43_56  11   1227\n",
      "Processing..:  H43_56  11   1245\n",
      "Processing..:  H43_56  13   278\n",
      "Processing..:  H43_56  14   1686\n",
      "Processing..:  H43_56  14   1701\n",
      "Processing..:  H43_56  14   1810\n",
      "Processing..:  H43_56  15   360\n",
      "Processing..:  H43_56  15   495\n",
      "Processing..:  H43_56  15   496\n",
      "==============================================\n",
      "Session_id:  H27_58\n",
      "Channel:  9\n",
      "Cell_id:  0\n",
      "Number of spikes: 438\n",
      "==============================================\n",
      "Session_id:  H27_58\n",
      "Channel:  9\n",
      "Cell_id:  0\n",
      "Number of spikes: 941\n",
      "==============================================\n",
      "Session_id:  H27_58\n",
      "Channel:  9\n",
      "Cell_id:  0\n",
      "Number of spikes: 1619\n",
      "==============================================\n",
      "Session_id:  H27_58\n",
      "Channel:  9\n",
      "Cell_id:  0\n",
      "Number of spikes: 1345\n",
      "==============================================\n",
      "Session_id:  H27_58\n",
      "Channel:  9\n",
      "Cell_id:  0\n",
      "Number of spikes: 5201\n",
      "==============================================\n",
      "Session_id:  H27_58\n",
      "Channel:  10\n",
      "Cell_id:  1\n",
      "Number of spikes: 5038\n",
      "==============================================\n",
      "Session_id:  H27_58\n",
      "Channel:  10\n",
      "Cell_id:  1\n",
      "Number of spikes: 213\n",
      "==============================================\n",
      "Session_id:  H27_58\n",
      "Channel:  11\n",
      "Cell_id:  2\n",
      "Number of spikes: 340\n",
      "==============================================\n",
      "Session_id:  H27_58\n",
      "Channel:  11\n",
      "Cell_id:  2\n",
      "Number of spikes: 198\n",
      "==============================================\n",
      "Session_id:  H27_58\n",
      "Channel:  11\n",
      "Cell_id:  2\n",
      "Number of spikes: 2662\n",
      "==============================================\n",
      "Session_id:  H27_58\n",
      "Channel:  11\n",
      "Cell_id:  2\n",
      "Number of spikes: 2849\n",
      "==============================================\n",
      "Session_id:  H27_58\n",
      "Channel:  11\n",
      "Cell_id:  2\n",
      "Number of spikes: 4717\n",
      "==============================================\n",
      "Session_id:  H27_58\n",
      "Channel:  12\n",
      "Cell_id:  3\n",
      "Number of spikes: 208\n",
      "==============================================\n",
      "Session_id:  H27_58\n",
      "Channel:  12\n",
      "Cell_id:  3\n",
      "Number of spikes: 4229\n",
      "==============================================\n",
      "Session_id:  H27_58\n",
      "Channel:  12\n",
      "Cell_id:  3\n",
      "Number of spikes: 955\n",
      "==============================================\n",
      "Session_id:  H27_58\n",
      "Channel:  12\n",
      "Cell_id:  3\n",
      "Number of spikes: 621\n",
      "==============================================\n",
      "Session_id:  H27_58\n",
      "Channel:  12\n",
      "Cell_id:  3\n",
      "Number of spikes: 1593\n",
      "==============================================\n",
      "Session_id:  H27_58\n",
      "Channel:  14\n",
      "Cell_id:  4\n",
      "Number of spikes: 3440\n",
      "==============================================\n",
      "Session_id:  H27_58\n",
      "Channel:  14\n",
      "Cell_id:  4\n",
      "Number of spikes: 14882\n",
      "==============================================\n",
      "Session_id:  H27_58\n",
      "Channel:  15\n",
      "Cell_id:  5\n",
      "Number of spikes: 1148\n",
      "==============================================\n",
      "Session_id:  H27_58\n",
      "Channel:  15\n",
      "Cell_id:  5\n",
      "Number of spikes: 835\n",
      "==============================================\n",
      "Session_id:  H27_58\n",
      "Channel:  15\n",
      "Cell_id:  5\n",
      "Number of spikes: 3039\n",
      "==============================================\n",
      "Session_id:  H27_58\n",
      "Channel:  15\n",
      "Cell_id:  5\n",
      "Number of spikes: 8982\n",
      "==============================================\n",
      "Session_id:  H27_58\n",
      "Channel:  15\n",
      "Cell_id:  5\n",
      "Number of spikes: 9942\n",
      "==============================================\n",
      "Session_id:  H27_58\n",
      "Channel:  16\n",
      "Cell_id:  6\n",
      "Number of spikes: 2438\n",
      "==============================================\n",
      "Session_id:  H27_58\n",
      "Channel:  42\n",
      "Cell_id:  7\n",
      "Number of spikes: 2630\n",
      "==============================================\n",
      "Session_id:  H27_58\n",
      "Channel:  42\n",
      "Cell_id:  7\n",
      "Number of spikes: 1330\n",
      "==============================================\n",
      "Session_id:  H27_58\n",
      "Channel:  43\n",
      "Cell_id:  8\n",
      "Number of spikes: 2126\n",
      "==============================================\n",
      "Session_id:  H27_58\n",
      "Channel:  43\n",
      "Cell_id:  8\n",
      "Number of spikes: 1349\n",
      "==============================================\n",
      "Session_id:  H27_58\n",
      "Channel:  44\n",
      "Cell_id:  9\n",
      "Number of spikes: 79\n",
      "==============================================\n",
      "Session_id:  H27_58\n",
      "Channel:  44\n",
      "Cell_id:  9\n",
      "Number of spikes: 766\n",
      "==============================================\n",
      "Session_id:  H27_58\n",
      "Channel:  44\n",
      "Cell_id:  9\n",
      "Number of spikes: 1165\n",
      "==============================================\n",
      "Session_id:  H27_58\n",
      "Channel:  44\n",
      "Cell_id:  9\n",
      "Number of spikes: 1603\n",
      "==============================================\n",
      "Session_id:  H27_58\n",
      "Channel:  44\n",
      "Cell_id:  9\n",
      "Number of spikes: 6226\n",
      "==============================================\n",
      "Session_id:  H27_58\n",
      "Channel:  44\n",
      "Cell_id:  9\n",
      "Number of spikes: 6214\n",
      "==============================================\n",
      "Session_id:  H27_58\n",
      "Channel:  45\n",
      "Cell_id:  10\n",
      "Number of spikes: 3268\n",
      "==============================================\n",
      "Session_id:  H27_58\n",
      "Channel:  45\n",
      "Cell_id:  10\n",
      "Number of spikes: 936\n",
      "==============================================\n",
      "Session_id:  H27_58\n",
      "Channel:  45\n",
      "Cell_id:  10\n",
      "Number of spikes: 824\n",
      "==============================================\n",
      "Session_id:  H27_58\n",
      "Channel:  45\n",
      "Cell_id:  10\n",
      "Number of spikes: 1913\n",
      "==============================================\n",
      "Session_id:  H27_58\n",
      "Channel:  45\n",
      "Cell_id:  10\n",
      "Number of spikes: 1744\n",
      "==============================================\n",
      "Session_id:  H27_58\n",
      "Channel:  46\n",
      "Cell_id:  11\n",
      "Number of spikes: 105\n",
      "==============================================\n",
      "Session_id:  H27_58\n",
      "Channel:  46\n",
      "Cell_id:  11\n",
      "Number of spikes: 799\n",
      "==============================================\n",
      "Session_id:  H27_58\n",
      "Channel:  46\n",
      "Cell_id:  11\n",
      "Number of spikes: 1974\n",
      "==============================================\n",
      "Session_id:  H27_58\n",
      "Channel:  46\n",
      "Cell_id:  11\n",
      "Number of spikes: 4123\n",
      "==============================================\n",
      "Session_id:  H27_58\n",
      "Channel:  46\n",
      "Cell_id:  11\n",
      "Number of spikes: 616\n",
      "==============================================\n",
      "Session_id:  H27_58\n",
      "Channel:  47\n",
      "Cell_id:  12\n",
      "Number of spikes: 2625\n",
      "==============================================\n",
      "Session_id:  H27_58\n",
      "Channel:  47\n",
      "Cell_id:  12\n",
      "Number of spikes: 1391\n",
      "==============================================\n",
      "Session_id:  H27_58\n",
      "Channel:  48\n",
      "Cell_id:  13\n",
      "Number of spikes: 2920\n",
      "==============================================\n",
      "Session_id:  H27_58\n",
      "Channel:  48\n",
      "Cell_id:  13\n",
      "Number of spikes: 1385\n",
      "Processing..:  H27_58  9   1586\n",
      "Processing..:  H27_58  9   1745\n",
      "Processing..:  H27_58  9   1757\n",
      "Processing..:  H27_58  9   1760\n",
      "Processing..:  H27_58  9   1761\n",
      "Processing..:  H27_58  10   1056\n",
      "Processing..:  H27_58  10   1061\n",
      "Processing..:  H27_58  11   1636\n",
      "Processing..:  H27_58  11   1789\n",
      "Processing..:  H27_58  11   1895\n",
      "Processing..:  H27_58  11   1927\n",
      "Processing..:  H27_58  11   1973\n",
      "Processing..:  H27_58  12   1654\n",
      "Processing..:  H27_58  12   1694\n",
      "Processing..:  H27_58  12   1711\n",
      "Processing..:  H27_58  12   1723\n",
      "Processing..:  H27_58  12   1730\n",
      "Processing..:  H27_58  14   2895\n",
      "Processing..:  H27_58  14   2934\n",
      "Processing..:  H27_58  15   3147\n",
      "Processing..:  H27_58  15   3149\n",
      "Processing..:  H27_58  15   3188\n",
      "Processing..:  H27_58  15   3216\n",
      "Processing..:  H27_58  15   3223\n",
      "Processing..:  H27_58  16   540\n",
      "Processing..:  H27_58  42   902\n",
      "Processing..:  H27_58  42   962\n",
      "Processing..:  H27_58  43   678\n",
      "Processing..:  H27_58  43   734\n",
      "Processing..:  H27_58  44   2372\n",
      "Processing..:  H27_58  44   3251\n",
      "Processing..:  H27_58  44   3340\n",
      "Processing..:  H27_58  44   3432\n",
      "Processing..:  H27_58  44   3454\n",
      "Processing..:  H27_58  44   3466\n",
      "Processing..:  H27_58  45   1507\n",
      "Processing..:  H27_58  45   1635\n",
      "Processing..:  H27_58  45   1745\n",
      "Processing..:  H27_58  45   1809\n",
      "Processing..:  H27_58  45   1933\n",
      "Processing..:  H27_58  46   987\n",
      "Processing..:  H27_58  46   1517\n",
      "Processing..:  H27_58  46   1546\n",
      "Processing..:  H27_58  46   1607\n",
      "Processing..:  H27_58  46   1613\n",
      "Processing..:  H27_58  47   865\n",
      "Processing..:  H27_58  47   956\n",
      "Processing..:  H27_58  48   911\n",
      "Processing..:  H27_58  48   971\n",
      "==============================================\n",
      "Session_id:  CS24_59\n",
      "Channel:  46\n",
      "Cell_id:  0\n",
      "Number of spikes: 103\n",
      "==============================================\n",
      "Session_id:  CS24_59\n",
      "Channel:  46\n",
      "Cell_id:  0\n",
      "Number of spikes: 899\n",
      "==============================================\n",
      "Session_id:  CS24_59\n",
      "Channel:  46\n",
      "Cell_id:  0\n",
      "Number of spikes: 4564\n",
      "==============================================\n",
      "Session_id:  CS24_59\n",
      "Channel:  48\n",
      "Cell_id:  1\n",
      "Number of spikes: 694\n",
      "==============================================\n",
      "Session_id:  CS24_59\n",
      "Channel:  48\n",
      "Cell_id:  1\n",
      "Number of spikes: 7012\n",
      "==============================================\n",
      "Session_id:  CS24_59\n",
      "Channel:  49\n",
      "Cell_id:  2\n",
      "Number of spikes: 194\n",
      "==============================================\n",
      "Session_id:  CS24_59\n",
      "Channel:  49\n",
      "Cell_id:  2\n",
      "Number of spikes: 339\n",
      "==============================================\n",
      "Session_id:  CS24_59\n",
      "Channel:  49\n",
      "Cell_id:  2\n",
      "Number of spikes: 3383\n",
      "==============================================\n",
      "Session_id:  CS24_59\n",
      "Channel:  50\n",
      "Cell_id:  3\n",
      "Number of spikes: 3759\n",
      "==============================================\n",
      "Session_id:  CS24_59\n",
      "Channel:  51\n",
      "Cell_id:  4\n",
      "Number of spikes: 368\n",
      "==============================================\n",
      "Session_id:  CS24_59\n",
      "Channel:  51\n",
      "Cell_id:  4\n",
      "Number of spikes: 281\n",
      "==============================================\n",
      "Session_id:  CS24_59\n",
      "Channel:  51\n",
      "Cell_id:  4\n",
      "Number of spikes: 128\n",
      "==============================================\n",
      "Session_id:  CS24_59\n",
      "Channel:  51\n",
      "Cell_id:  4\n",
      "Number of spikes: 1198\n",
      "==============================================\n",
      "Session_id:  CS24_59\n",
      "Channel:  51\n",
      "Cell_id:  4\n",
      "Number of spikes: 270\n",
      "==============================================\n",
      "Session_id:  CS24_59\n",
      "Channel:  51\n",
      "Cell_id:  4\n",
      "Number of spikes: 932\n",
      "==============================================\n",
      "Session_id:  CS24_59\n",
      "Channel:  51\n",
      "Cell_id:  4\n",
      "Number of spikes: 223\n",
      "==============================================\n",
      "Session_id:  CS24_59\n",
      "Channel:  53\n",
      "Cell_id:  5\n",
      "Number of spikes: 933\n",
      "==============================================\n",
      "Session_id:  CS24_59\n",
      "Channel:  53\n",
      "Cell_id:  5\n",
      "Number of spikes: 1584\n",
      "==============================================\n",
      "Session_id:  CS24_59\n",
      "Channel:  54\n",
      "Cell_id:  6\n",
      "Number of spikes: 454\n",
      "==============================================\n",
      "Session_id:  CS24_59\n",
      "Channel:  54\n",
      "Cell_id:  6\n",
      "Number of spikes: 570\n",
      "==============================================\n",
      "Session_id:  CS24_59\n",
      "Channel:  54\n",
      "Cell_id:  6\n",
      "Number of spikes: 1025\n",
      "Processing..:  CS24_59  46   1156\n",
      "Processing..:  CS24_59  46   1161\n",
      "Processing..:  CS24_59  46   1203\n",
      "Processing..:  CS24_59  48   1617\n",
      "Processing..:  CS24_59  48   1659\n",
      "Processing..:  CS24_59  49   676\n",
      "Processing..:  CS24_59  49   860\n",
      "Processing..:  CS24_59  49   869\n",
      "Processing..:  CS24_59  50   979\n",
      "Processing..:  CS24_59  51   772\n",
      "Processing..:  CS24_59  51   964\n",
      "Processing..:  CS24_59  51   975\n",
      "Processing..:  CS24_59  51   986\n",
      "Processing..:  CS24_59  51   1004\n",
      "Processing..:  CS24_59  51   1060\n",
      "Processing..:  CS24_59  51   1074\n",
      "Processing..:  CS24_59  53   653\n",
      "Processing..:  CS24_59  53   658\n",
      "Processing..:  CS24_59  54   346\n",
      "Processing..:  CS24_59  54   372\n",
      "Processing..:  CS24_59  54   486\n",
      "==============================================\n",
      "Session_id:  CS24_60\n",
      "Channel:  9\n",
      "Cell_id:  0\n",
      "Number of spikes: 1205\n",
      "==============================================\n",
      "Session_id:  CS24_60\n",
      "Channel:  9\n",
      "Cell_id:  0\n",
      "Number of spikes: 353\n",
      "==============================================\n",
      "Session_id:  CS24_60\n",
      "Channel:  9\n",
      "Cell_id:  0\n",
      "Number of spikes: 174\n",
      "==============================================\n",
      "Session_id:  CS24_60\n",
      "Channel:  9\n",
      "Cell_id:  0\n",
      "Number of spikes: 332\n",
      "==============================================\n",
      "Session_id:  CS24_60\n",
      "Channel:  9\n",
      "Cell_id:  0\n",
      "Number of spikes: 186\n",
      "==============================================\n",
      "Session_id:  CS24_60\n",
      "Channel:  10\n",
      "Cell_id:  1\n",
      "Number of spikes: 240\n",
      "==============================================\n",
      "Session_id:  CS24_60\n",
      "Channel:  10\n",
      "Cell_id:  1\n",
      "Number of spikes: 262\n",
      "==============================================\n",
      "Session_id:  CS24_60\n",
      "Channel:  10\n",
      "Cell_id:  1\n",
      "Number of spikes: 182\n",
      "==============================================\n",
      "Session_id:  CS24_60\n",
      "Channel:  10\n",
      "Cell_id:  1\n",
      "Number of spikes: 559\n",
      "==============================================\n",
      "Session_id:  CS24_60\n",
      "Channel:  14\n",
      "Cell_id:  2\n",
      "Number of spikes: 281\n",
      "==============================================\n",
      "Session_id:  CS24_60\n",
      "Channel:  14\n",
      "Cell_id:  2\n",
      "Number of spikes: 357\n",
      "==============================================\n",
      "Session_id:  CS24_60\n",
      "Channel:  14\n",
      "Cell_id:  2\n",
      "Number of spikes: 493\n",
      "==============================================\n",
      "Session_id:  CS24_60\n",
      "Channel:  16\n",
      "Cell_id:  3\n",
      "Number of spikes: 696\n",
      "==============================================\n",
      "Session_id:  CS24_60\n",
      "Channel:  16\n",
      "Cell_id:  3\n",
      "Number of spikes: 166\n",
      "==============================================\n",
      "Session_id:  CS24_60\n",
      "Channel:  16\n",
      "Cell_id:  3\n",
      "Number of spikes: 2028\n",
      "==============================================\n",
      "Session_id:  CS24_60\n",
      "Channel:  17\n",
      "Cell_id:  4\n",
      "Number of spikes: 1780\n",
      "==============================================\n",
      "Session_id:  CS24_60\n",
      "Channel:  17\n",
      "Cell_id:  4\n",
      "Number of spikes: 8945\n",
      "==============================================\n",
      "Session_id:  CS24_60\n",
      "Channel:  18\n",
      "Cell_id:  5\n",
      "Number of spikes: 18153\n",
      "==============================================\n",
      "Session_id:  CS24_60\n",
      "Channel:  19\n",
      "Cell_id:  6\n",
      "Number of spikes: 28288\n",
      "==============================================\n",
      "Session_id:  CS24_60\n",
      "Channel:  24\n",
      "Cell_id:  7\n",
      "Number of spikes: 5479\n",
      "==============================================\n",
      "Session_id:  CS24_60\n",
      "Channel:  24\n",
      "Cell_id:  7\n",
      "Number of spikes: 2546\n",
      "==============================================\n",
      "Session_id:  CS24_60\n",
      "Channel:  50\n",
      "Cell_id:  8\n",
      "Number of spikes: 1508\n",
      "Processing..:  CS24_60  9   449\n",
      "Processing..:  CS24_60  9   477\n",
      "Processing..:  CS24_60  9   479\n",
      "Processing..:  CS24_60  9   501\n",
      "Processing..:  CS24_60  9   527\n",
      "Processing..:  CS24_60  10   223\n",
      "Processing..:  CS24_60  10   247\n",
      "Processing..:  CS24_60  10   281\n",
      "Processing..:  CS24_60  10   339\n",
      "Processing..:  CS24_60  14   264\n",
      "Processing..:  CS24_60  14   271\n",
      "Processing..:  CS24_60  14   280\n",
      "Processing..:  CS24_60  16   737\n",
      "Processing..:  CS24_60  16   753\n",
      "Processing..:  CS24_60  16   770\n",
      "Processing..:  CS24_60  17   1500\n",
      "Processing..:  CS24_60  17   1519\n",
      "Processing..:  CS24_60  18   2725\n",
      "Processing..:  CS24_60  19   2410\n",
      "Processing..:  CS24_60  24   1164\n",
      "Processing..:  CS24_60  24   1645\n",
      "Processing..:  CS24_60  50   313\n",
      "==============================================\n",
      "Session_id:  CS25_61\n",
      "Channel:  1\n",
      "Cell_id:  0\n",
      "Number of spikes: 1168\n",
      "==============================================\n",
      "Session_id:  CS25_61\n",
      "Channel:  2\n",
      "Cell_id:  1\n",
      "Number of spikes: 897\n",
      "==============================================\n",
      "Session_id:  CS25_61\n",
      "Channel:  3\n",
      "Cell_id:  2\n",
      "Number of spikes: 942\n",
      "==============================================\n",
      "Session_id:  CS25_61\n",
      "Channel:  4\n",
      "Cell_id:  3\n",
      "Number of spikes: 906\n",
      "==============================================\n",
      "Session_id:  CS25_61\n",
      "Channel:  6\n",
      "Cell_id:  4\n",
      "Number of spikes: 554\n",
      "==============================================\n",
      "Session_id:  CS25_61\n",
      "Channel:  6\n",
      "Cell_id:  4\n",
      "Number of spikes: 2979\n",
      "==============================================\n",
      "Session_id:  CS25_61\n",
      "Channel:  7\n",
      "Cell_id:  5\n",
      "Number of spikes: 1712\n",
      "==============================================\n",
      "Session_id:  CS25_61\n",
      "Channel:  7\n",
      "Cell_id:  5\n",
      "Number of spikes: 2382\n",
      "Processing..:  CS25_61  1   715\n",
      "Processing..:  CS25_61  2   246\n",
      "Processing..:  CS25_61  3   259\n",
      "Processing..:  CS25_61  4   282\n",
      "Processing..:  CS25_61  6   867\n",
      "Processing..:  CS25_61  6   872\n",
      "Processing..:  CS25_61  7   989\n",
      "Processing..:  CS25_61  7   1004\n",
      "==============================================\n",
      "Session_id:  CS25_63\n",
      "Channel:  1\n",
      "Cell_id:  0\n",
      "Number of spikes: 8766\n",
      "==============================================\n",
      "Session_id:  CS25_63\n",
      "Channel:  2\n",
      "Cell_id:  1\n",
      "Number of spikes: 1048\n",
      "==============================================\n",
      "Session_id:  CS25_63\n",
      "Channel:  3\n",
      "Cell_id:  2\n",
      "Number of spikes: 1165\n",
      "==============================================\n",
      "Session_id:  CS25_63\n",
      "Channel:  4\n",
      "Cell_id:  3\n",
      "Number of spikes: 1005\n",
      "==============================================\n",
      "Session_id:  CS25_63\n",
      "Channel:  6\n",
      "Cell_id:  4\n",
      "Number of spikes: 1573\n",
      "==============================================\n",
      "Session_id:  CS25_63\n",
      "Channel:  6\n",
      "Cell_id:  4\n",
      "Number of spikes: 1337\n",
      "==============================================\n",
      "Session_id:  CS25_63\n",
      "Channel:  7\n",
      "Cell_id:  5\n",
      "Number of spikes: 744\n",
      "==============================================\n",
      "Session_id:  CS25_63\n",
      "Channel:  7\n",
      "Cell_id:  5\n",
      "Number of spikes: 1029\n",
      "==============================================\n",
      "Session_id:  CS25_63\n",
      "Channel:  7\n",
      "Cell_id:  5\n",
      "Number of spikes: 8330\n",
      "==============================================\n",
      "Session_id:  CS25_63\n",
      "Channel:  8\n",
      "Cell_id:  6\n",
      "Number of spikes: 3825\n",
      "==============================================\n",
      "Session_id:  CS25_63\n",
      "Channel:  25\n",
      "Cell_id:  7\n",
      "Number of spikes: 1115\n",
      "==============================================\n",
      "Session_id:  CS25_63\n",
      "Channel:  26\n",
      "Cell_id:  8\n",
      "Number of spikes: 1058\n",
      "==============================================\n",
      "Session_id:  CS25_63\n",
      "Channel:  27\n",
      "Cell_id:  9\n",
      "Number of spikes: 1088\n",
      "==============================================\n",
      "Session_id:  CS25_63\n",
      "Channel:  30\n",
      "Cell_id:  10\n",
      "Number of spikes: 888\n",
      "Processing..:  CS25_63  1   1624\n",
      "Processing..:  CS25_63  2   354\n",
      "Processing..:  CS25_63  3   573\n",
      "Processing..:  CS25_63  4   381\n",
      "Processing..:  CS25_63  6   721\n",
      "Processing..:  CS25_63  6   750\n",
      "Processing..:  CS25_63  7   1779\n",
      "Processing..:  CS25_63  7   1949\n",
      "Processing..:  CS25_63  7   2034\n",
      "Processing..:  CS25_63  8   961\n",
      "Processing..:  CS25_63  25   338\n",
      "Processing..:  CS25_63  26   247\n",
      "Processing..:  CS25_63  27   282\n",
      "Processing..:  CS25_63  30   277\n",
      "==============================================\n",
      "Session_id:  CS26_64\n",
      "Channel:  44\n",
      "Cell_id:  0\n",
      "Number of spikes: 739\n",
      "==============================================\n",
      "Session_id:  CS26_64\n",
      "Channel:  49\n",
      "Cell_id:  1\n",
      "Number of spikes: 1099\n",
      "==============================================\n",
      "Session_id:  CS26_64\n",
      "Channel:  49\n",
      "Cell_id:  1\n",
      "Number of spikes: 655\n",
      "==============================================\n",
      "Session_id:  CS26_64\n",
      "Channel:  50\n",
      "Cell_id:  2\n",
      "Number of spikes: 559\n",
      "==============================================\n",
      "Session_id:  CS26_64\n",
      "Channel:  50\n",
      "Cell_id:  2\n",
      "Number of spikes: 179\n",
      "==============================================\n",
      "Session_id:  CS26_64\n",
      "Channel:  50\n",
      "Cell_id:  2\n",
      "Number of spikes: 641\n",
      "==============================================\n",
      "Session_id:  CS26_64\n",
      "Channel:  50\n",
      "Cell_id:  2\n",
      "Number of spikes: 625\n",
      "==============================================\n",
      "Session_id:  CS26_64\n",
      "Channel:  50\n",
      "Cell_id:  2\n",
      "Number of spikes: 1110\n",
      "==============================================\n",
      "Session_id:  CS26_64\n",
      "Channel:  51\n",
      "Cell_id:  3\n",
      "Number of spikes: 210\n",
      "==============================================\n",
      "Session_id:  CS26_64\n",
      "Channel:  51\n",
      "Cell_id:  3\n",
      "Number of spikes: 565\n",
      "==============================================\n",
      "Session_id:  CS26_64\n",
      "Channel:  51\n",
      "Cell_id:  3\n",
      "Number of spikes: 1190\n",
      "==============================================\n",
      "Session_id:  CS26_64\n",
      "Channel:  51\n",
      "Cell_id:  3\n",
      "Number of spikes: 5550\n",
      "==============================================\n",
      "Session_id:  CS26_64\n",
      "Channel:  52\n",
      "Cell_id:  4\n",
      "Number of spikes: 231\n",
      "==============================================\n",
      "Session_id:  CS26_64\n",
      "Channel:  52\n",
      "Cell_id:  4\n",
      "Number of spikes: 411\n",
      "==============================================\n",
      "Session_id:  CS26_64\n",
      "Channel:  52\n",
      "Cell_id:  4\n",
      "Number of spikes: 2383\n",
      "==============================================\n",
      "Session_id:  CS26_64\n",
      "Channel:  52\n",
      "Cell_id:  4\n",
      "Number of spikes: 295\n",
      "==============================================\n",
      "Session_id:  CS26_64\n",
      "Channel:  52\n",
      "Cell_id:  4\n",
      "Number of spikes: 497\n",
      "==============================================\n",
      "Session_id:  CS26_64\n",
      "Channel:  53\n",
      "Cell_id:  5\n",
      "Number of spikes: 720\n",
      "==============================================\n",
      "Session_id:  CS26_64\n",
      "Channel:  53\n",
      "Cell_id:  5\n",
      "Number of spikes: 132\n",
      "==============================================\n",
      "Session_id:  CS26_64\n",
      "Channel:  53\n",
      "Cell_id:  5\n",
      "Number of spikes: 853\n",
      "==============================================\n",
      "Session_id:  CS26_64\n",
      "Channel:  53\n",
      "Cell_id:  5\n",
      "Number of spikes: 1465\n",
      "==============================================\n",
      "Session_id:  CS26_64\n",
      "Channel:  54\n",
      "Cell_id:  6\n",
      "Number of spikes: 136\n",
      "==============================================\n",
      "Session_id:  CS26_64\n",
      "Channel:  54\n",
      "Cell_id:  6\n",
      "Number of spikes: 1141\n",
      "==============================================\n",
      "Session_id:  CS26_64\n",
      "Channel:  54\n",
      "Cell_id:  6\n",
      "Number of spikes: 6584\n",
      "==============================================\n",
      "Session_id:  CS26_64\n",
      "Channel:  54\n",
      "Cell_id:  6\n",
      "Number of spikes: 1268\n",
      "==============================================\n",
      "Session_id:  CS26_64\n",
      "Channel:  55\n",
      "Cell_id:  7\n",
      "Number of spikes: 190\n",
      "==============================================\n",
      "Session_id:  CS26_64\n",
      "Channel:  55\n",
      "Cell_id:  7\n",
      "Number of spikes: 236\n",
      "==============================================\n",
      "Session_id:  CS26_64\n",
      "Channel:  55\n",
      "Cell_id:  7\n",
      "Number of spikes: 783\n",
      "==============================================\n",
      "Session_id:  CS26_64\n",
      "Channel:  55\n",
      "Cell_id:  7\n",
      "Number of spikes: 805\n",
      "==============================================\n",
      "Session_id:  CS26_64\n",
      "Channel:  55\n",
      "Cell_id:  7\n",
      "Number of spikes: 3318\n",
      "==============================================\n",
      "Session_id:  CS26_64\n",
      "Channel:  56\n",
      "Cell_id:  8\n",
      "Number of spikes: 231\n",
      "==============================================\n",
      "Session_id:  CS26_64\n",
      "Channel:  56\n",
      "Cell_id:  8\n",
      "Number of spikes: 107\n",
      "==============================================\n",
      "Session_id:  CS26_64\n",
      "Channel:  56\n",
      "Cell_id:  8\n",
      "Number of spikes: 346\n",
      "Processing..:  CS26_64  44   351\n",
      "Processing..:  CS26_64  49   1225\n",
      "Processing..:  CS26_64  49   1226\n",
      "Processing..:  CS26_64  50   1777\n",
      "Processing..:  CS26_64  50   1802\n",
      "Processing..:  CS26_64  50   1875\n",
      "Processing..:  CS26_64  50   1954\n",
      "Processing..:  CS26_64  50   1956\n",
      "Processing..:  CS26_64  51   2802\n",
      "Processing..:  CS26_64  51   2938\n",
      "Processing..:  CS26_64  51   2941\n",
      "Processing..:  CS26_64  51   2989\n",
      "Processing..:  CS26_64  52   2065\n",
      "Processing..:  CS26_64  52   2174\n",
      "Processing..:  CS26_64  52   2252\n",
      "Processing..:  CS26_64  52   2280\n",
      "Processing..:  CS26_64  52   2289\n",
      "Processing..:  CS26_64  53   1842\n",
      "Processing..:  CS26_64  53   2018\n",
      "Processing..:  CS26_64  53   2033\n",
      "Processing..:  CS26_64  53   2037\n",
      "Processing..:  CS26_64  54   2896\n",
      "Processing..:  CS26_64  54   2975\n",
      "Processing..:  CS26_64  54   3128\n",
      "Processing..:  CS26_64  54   3156\n",
      "Processing..:  CS26_64  55   2459\n",
      "Processing..:  CS26_64  55   2578\n",
      "Processing..:  CS26_64  55   2773\n",
      "Processing..:  CS26_64  55   2815\n",
      "Processing..:  CS26_64  55   2915\n",
      "Processing..:  CS26_64  56   1131\n",
      "Processing..:  CS26_64  56   1209\n",
      "Processing..:  CS26_64  56   1270\n",
      "==============================================\n",
      "Session_id:  CS26_66\n",
      "Channel:  49\n",
      "Cell_id:  0\n",
      "Number of spikes: 441\n",
      "==============================================\n",
      "Session_id:  CS26_66\n",
      "Channel:  51\n",
      "Cell_id:  1\n",
      "Number of spikes: 1534\n",
      "==============================================\n",
      "Session_id:  CS26_66\n",
      "Channel:  51\n",
      "Cell_id:  1\n",
      "Number of spikes: 1176\n",
      "==============================================\n",
      "Session_id:  CS26_66\n",
      "Channel:  52\n",
      "Cell_id:  2\n",
      "Number of spikes: 930\n",
      "==============================================\n",
      "Session_id:  CS26_66\n",
      "Channel:  52\n",
      "Cell_id:  2\n",
      "Number of spikes: 256\n",
      "==============================================\n",
      "Session_id:  CS26_66\n",
      "Channel:  52\n",
      "Cell_id:  2\n",
      "Number of spikes: 54\n",
      "==============================================\n",
      "Session_id:  CS26_66\n",
      "Channel:  53\n",
      "Cell_id:  3\n",
      "Number of spikes: 725\n",
      "==============================================\n",
      "Session_id:  CS26_66\n",
      "Channel:  53\n",
      "Cell_id:  3\n",
      "Number of spikes: 209\n",
      "==============================================\n",
      "Session_id:  CS26_66\n",
      "Channel:  55\n",
      "Cell_id:  4\n",
      "Number of spikes: 485\n",
      "==============================================\n",
      "Session_id:  CS26_66\n",
      "Channel:  55\n",
      "Cell_id:  4\n",
      "Number of spikes: 2275\n",
      "==============================================\n",
      "Session_id:  CS26_66\n",
      "Channel:  56\n",
      "Cell_id:  5\n",
      "Number of spikes: 298\n",
      "Processing..:  CS26_66  49   2303\n",
      "Processing..:  CS26_66  51   2567\n",
      "Processing..:  CS26_66  51   2681\n",
      "Processing..:  CS26_66  52   2709\n",
      "Processing..:  CS26_66  52   2882\n",
      "Processing..:  CS26_66  52   2905\n",
      "Processing..:  CS26_66  53   2134\n",
      "Processing..:  CS26_66  53   2266\n",
      "Processing..:  CS26_66  55   2173\n",
      "Processing..:  CS26_66  55   2720\n",
      "Processing..:  CS26_66  56   2659\n",
      "==============================================\n",
      "Session_id:  CS27_67\n",
      "Channel:  1\n",
      "Cell_id:  0\n",
      "Number of spikes: 1607\n",
      "==============================================\n",
      "Session_id:  CS27_67\n",
      "Channel:  1\n",
      "Cell_id:  0\n",
      "Number of spikes: 1752\n",
      "==============================================\n",
      "Session_id:  CS27_67\n",
      "Channel:  1\n",
      "Cell_id:  0\n",
      "Number of spikes: 1140\n",
      "==============================================\n",
      "Session_id:  CS27_67\n",
      "Channel:  2\n",
      "Cell_id:  1\n",
      "Number of spikes: 16320\n",
      "==============================================\n",
      "Session_id:  CS27_67\n",
      "Channel:  3\n",
      "Cell_id:  2\n",
      "Number of spikes: 19655\n",
      "==============================================\n",
      "Session_id:  CS27_67\n",
      "Channel:  4\n",
      "Cell_id:  3\n",
      "Number of spikes: 736\n",
      "==============================================\n",
      "Session_id:  CS27_67\n",
      "Channel:  4\n",
      "Cell_id:  3\n",
      "Number of spikes: 2681\n",
      "==============================================\n",
      "Session_id:  CS27_67\n",
      "Channel:  5\n",
      "Cell_id:  4\n",
      "Number of spikes: 3787\n",
      "==============================================\n",
      "Session_id:  CS27_67\n",
      "Channel:  5\n",
      "Cell_id:  4\n",
      "Number of spikes: 3497\n",
      "==============================================\n",
      "Session_id:  CS27_67\n",
      "Channel:  6\n",
      "Cell_id:  5\n",
      "Number of spikes: 1756\n",
      "==============================================\n",
      "Session_id:  CS27_67\n",
      "Channel:  6\n",
      "Cell_id:  5\n",
      "Number of spikes: 836\n",
      "==============================================\n",
      "Session_id:  CS27_67\n",
      "Channel:  7\n",
      "Cell_id:  6\n",
      "Number of spikes: 1567\n",
      "==============================================\n",
      "Session_id:  CS27_67\n",
      "Channel:  8\n",
      "Cell_id:  7\n",
      "Number of spikes: 1095\n",
      "==============================================\n",
      "Session_id:  CS27_67\n",
      "Channel:  8\n",
      "Cell_id:  7\n",
      "Number of spikes: 2976\n",
      "==============================================\n",
      "Session_id:  CS27_67\n",
      "Channel:  8\n",
      "Cell_id:  7\n",
      "Number of spikes: 9525\n",
      "Processing..:  CS27_67  1   1021\n",
      "Processing..:  CS27_67  1   1059\n",
      "Processing..:  CS27_67  1   1072\n",
      "Processing..:  CS27_67  2   2114\n",
      "Processing..:  CS27_67  3   2250\n",
      "Processing..:  CS27_67  4   880\n",
      "Processing..:  CS27_67  4   894\n",
      "Processing..:  CS27_67  5   1619\n",
      "Processing..:  CS27_67  5   1621\n",
      "Processing..:  CS27_67  6   505\n",
      "Processing..:  CS27_67  6   535\n",
      "Processing..:  CS27_67  7   482\n",
      "Processing..:  CS27_67  8   2311\n",
      "Processing..:  CS27_67  8   2380\n",
      "Processing..:  CS27_67  8   2397\n",
      "==============================================\n",
      "Session_id:  H44_68\n",
      "Channel:  17\n",
      "Cell_id:  0\n",
      "Number of spikes: 436\n",
      "==============================================\n",
      "Session_id:  H44_68\n",
      "Channel:  17\n",
      "Cell_id:  0\n",
      "Number of spikes: 306\n",
      "==============================================\n",
      "Session_id:  H44_68\n",
      "Channel:  17\n",
      "Cell_id:  0\n",
      "Number of spikes: 2083\n",
      "==============================================\n",
      "Session_id:  H44_68\n",
      "Channel:  17\n",
      "Cell_id:  0\n",
      "Number of spikes: 462\n",
      "==============================================\n",
      "Session_id:  H44_68\n",
      "Channel:  18\n",
      "Cell_id:  1\n",
      "Number of spikes: 176\n",
      "==============================================\n",
      "Session_id:  H44_68\n",
      "Channel:  18\n",
      "Cell_id:  1\n",
      "Number of spikes: 225\n",
      "==============================================\n",
      "Session_id:  H44_68\n",
      "Channel:  18\n",
      "Cell_id:  1\n",
      "Number of spikes: 953\n",
      "==============================================\n",
      "Session_id:  H44_68\n",
      "Channel:  18\n",
      "Cell_id:  1\n",
      "Number of spikes: 422\n",
      "==============================================\n",
      "Session_id:  H44_68\n",
      "Channel:  18\n",
      "Cell_id:  1\n",
      "Number of spikes: 548\n",
      "==============================================\n",
      "Session_id:  H44_68\n",
      "Channel:  19\n",
      "Cell_id:  2\n",
      "Number of spikes: 336\n",
      "==============================================\n",
      "Session_id:  H44_68\n",
      "Channel:  19\n",
      "Cell_id:  2\n",
      "Number of spikes: 1617\n",
      "==============================================\n",
      "Session_id:  H44_68\n",
      "Channel:  19\n",
      "Cell_id:  2\n",
      "Number of spikes: 853\n",
      "==============================================\n",
      "Session_id:  H44_68\n",
      "Channel:  20\n",
      "Cell_id:  3\n",
      "Number of spikes: 178\n",
      "==============================================\n",
      "Session_id:  H44_68\n",
      "Channel:  20\n",
      "Cell_id:  3\n",
      "Number of spikes: 416\n",
      "==============================================\n",
      "Session_id:  H44_68\n",
      "Channel:  20\n",
      "Cell_id:  3\n",
      "Number of spikes: 3802\n",
      "==============================================\n",
      "Session_id:  H44_68\n",
      "Channel:  25\n",
      "Cell_id:  4\n",
      "Number of spikes: 470\n",
      "==============================================\n",
      "Session_id:  H44_68\n",
      "Channel:  25\n",
      "Cell_id:  4\n",
      "Number of spikes: 610\n",
      "==============================================\n",
      "Session_id:  H44_68\n",
      "Channel:  27\n",
      "Cell_id:  5\n",
      "Number of spikes: 642\n",
      "==============================================\n",
      "Session_id:  H44_68\n",
      "Channel:  27\n",
      "Cell_id:  5\n",
      "Number of spikes: 538\n",
      "Processing..:  H44_68  17   1553\n",
      "Processing..:  H44_68  17   1562\n",
      "Processing..:  H44_68  17   1615\n",
      "Processing..:  H44_68  17   1682\n",
      "Processing..:  H44_68  18   1806\n",
      "Processing..:  H44_68  18   1870\n",
      "Processing..:  H44_68  18   1883\n",
      "Processing..:  H44_68  18   1890\n",
      "Processing..:  H44_68  18   1901\n",
      "Processing..:  H44_68  19   1401\n",
      "Processing..:  H44_68  19   1496\n",
      "Processing..:  H44_68  19   1656\n",
      "Processing..:  H44_68  20   2000\n",
      "Processing..:  H44_68  20   2016\n",
      "Processing..:  H44_68  20   2026\n",
      "Processing..:  H44_68  25   347\n",
      "Processing..:  H44_68  25   437\n",
      "Processing..:  H44_68  27   438\n",
      "Processing..:  H44_68  27   444\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  9\n",
      "Cell_id:  0\n",
      "Number of spikes: 2601\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  9\n",
      "Cell_id:  0\n",
      "Number of spikes: 10466\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  25\n",
      "Cell_id:  1\n",
      "Number of spikes: 721\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  25\n",
      "Cell_id:  1\n",
      "Number of spikes: 2139\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  25\n",
      "Cell_id:  1\n",
      "Number of spikes: 372\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  25\n",
      "Cell_id:  1\n",
      "Number of spikes: 2043\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  25\n",
      "Cell_id:  1\n",
      "Number of spikes: 4456\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  26\n",
      "Cell_id:  2\n",
      "Number of spikes: 150\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  26\n",
      "Cell_id:  2\n",
      "Number of spikes: 670\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  26\n",
      "Cell_id:  2\n",
      "Number of spikes: 897\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  26\n",
      "Cell_id:  2\n",
      "Number of spikes: 1794\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  26\n",
      "Cell_id:  2\n",
      "Number of spikes: 649\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  27\n",
      "Cell_id:  3\n",
      "Number of spikes: 30\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  27\n",
      "Cell_id:  3\n",
      "Number of spikes: 332\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  27\n",
      "Cell_id:  3\n",
      "Number of spikes: 77\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  27\n",
      "Cell_id:  3\n",
      "Number of spikes: 1255\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  27\n",
      "Cell_id:  3\n",
      "Number of spikes: 384\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  28\n",
      "Cell_id:  4\n",
      "Number of spikes: 95\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  28\n",
      "Cell_id:  4\n",
      "Number of spikes: 738\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  28\n",
      "Cell_id:  4\n",
      "Number of spikes: 905\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  28\n",
      "Cell_id:  4\n",
      "Number of spikes: 1244\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  29\n",
      "Cell_id:  5\n",
      "Number of spikes: 97\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  29\n",
      "Cell_id:  5\n",
      "Number of spikes: 621\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  29\n",
      "Cell_id:  5\n",
      "Number of spikes: 791\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  29\n",
      "Cell_id:  5\n",
      "Number of spikes: 268\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  29\n",
      "Cell_id:  5\n",
      "Number of spikes: 15828\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  30\n",
      "Cell_id:  6\n",
      "Number of spikes: 980\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  30\n",
      "Cell_id:  6\n",
      "Number of spikes: 115\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  30\n",
      "Cell_id:  6\n",
      "Number of spikes: 329\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  31\n",
      "Cell_id:  7\n",
      "Number of spikes: 422\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  31\n",
      "Cell_id:  7\n",
      "Number of spikes: 731\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  31\n",
      "Cell_id:  7\n",
      "Number of spikes: 1008\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  31\n",
      "Cell_id:  7\n",
      "Number of spikes: 3018\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  32\n",
      "Cell_id:  8\n",
      "Number of spikes: 268\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  32\n",
      "Cell_id:  8\n",
      "Number of spikes: 154\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  32\n",
      "Cell_id:  8\n",
      "Number of spikes: 729\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  32\n",
      "Cell_id:  8\n",
      "Number of spikes: 245\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  32\n",
      "Cell_id:  8\n",
      "Number of spikes: 483\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  41\n",
      "Cell_id:  9\n",
      "Number of spikes: 125\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  41\n",
      "Cell_id:  9\n",
      "Number of spikes: 6775\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  41\n",
      "Cell_id:  9\n",
      "Number of spikes: 1783\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  42\n",
      "Cell_id:  10\n",
      "Number of spikes: 88\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  42\n",
      "Cell_id:  10\n",
      "Number of spikes: 179\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  42\n",
      "Cell_id:  10\n",
      "Number of spikes: 140\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  42\n",
      "Cell_id:  10\n",
      "Number of spikes: 8047\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  43\n",
      "Cell_id:  11\n",
      "Number of spikes: 1849\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  43\n",
      "Cell_id:  11\n",
      "Number of spikes: 2191\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  44\n",
      "Cell_id:  12\n",
      "Number of spikes: 145\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  44\n",
      "Cell_id:  12\n",
      "Number of spikes: 1697\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  44\n",
      "Cell_id:  12\n",
      "Number of spikes: 277\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  44\n",
      "Cell_id:  12\n",
      "Number of spikes: 92\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  44\n",
      "Cell_id:  12\n",
      "Number of spikes: 515\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  45\n",
      "Cell_id:  13\n",
      "Number of spikes: 13816\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  46\n",
      "Cell_id:  14\n",
      "Number of spikes: 1717\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  46\n",
      "Cell_id:  14\n",
      "Number of spikes: 6562\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  47\n",
      "Cell_id:  15\n",
      "Number of spikes: 436\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  47\n",
      "Cell_id:  15\n",
      "Number of spikes: 156\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  47\n",
      "Cell_id:  15\n",
      "Number of spikes: 420\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  47\n",
      "Cell_id:  15\n",
      "Number of spikes: 116\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  47\n",
      "Cell_id:  15\n",
      "Number of spikes: 990\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  47\n",
      "Cell_id:  15\n",
      "Number of spikes: 7974\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  48\n",
      "Cell_id:  16\n",
      "Number of spikes: 509\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  48\n",
      "Cell_id:  16\n",
      "Number of spikes: 273\n",
      "==============================================\n",
      "Session_id:  CS29_69\n",
      "Channel:  48\n",
      "Cell_id:  16\n",
      "Number of spikes: 9494\n",
      "Processing..:  CS29_69  9   2754\n",
      "Processing..:  CS29_69  9   2824\n",
      "Processing..:  CS29_69  25   1019\n",
      "Processing..:  CS29_69  25   1887\n",
      "Processing..:  CS29_69  25   1890\n",
      "Processing..:  CS29_69  25   2016\n",
      "Processing..:  CS29_69  25   2056\n",
      "Processing..:  CS29_69  26   506\n",
      "Processing..:  CS29_69  26   705\n",
      "Processing..:  CS29_69  26   745\n",
      "Processing..:  CS29_69  26   784\n",
      "Processing..:  CS29_69  26   790\n",
      "Processing..:  CS29_69  27   349\n",
      "Processing..:  CS29_69  27   419\n",
      "Processing..:  CS29_69  27   683\n",
      "Processing..:  CS29_69  27   706\n",
      "Processing..:  CS29_69  27   710\n",
      "Processing..:  CS29_69  28   832\n",
      "Processing..:  CS29_69  28   897\n",
      "Processing..:  CS29_69  28   970\n",
      "Processing..:  CS29_69  28   1039\n",
      "Processing..:  CS29_69  29   508\n",
      "Processing..:  CS29_69  29   1821\n",
      "Processing..:  CS29_69  29   2221\n",
      "Processing..:  CS29_69  29   2330\n",
      "Processing..:  CS29_69  29   2337\n",
      "Processing..:  CS29_69  30   597\n",
      "Processing..:  CS29_69  30   643\n",
      "Processing..:  CS29_69  30   677\n",
      "Processing..:  CS29_69  31   1395\n",
      "Processing..:  CS29_69  31   1433\n",
      "Processing..:  CS29_69  31   1705\n",
      "Processing..:  CS29_69  31   1728\n",
      "Processing..:  CS29_69  32   363\n",
      "Processing..:  CS29_69  32   502\n",
      "Processing..:  CS29_69  32   503\n",
      "Processing..:  CS29_69  32   553\n",
      "Processing..:  CS29_69  32   559\n",
      "Processing..:  CS29_69  41   1741\n",
      "Processing..:  CS29_69  41   1823\n",
      "Processing..:  CS29_69  41   1851\n",
      "Processing..:  CS29_69  42   1111\n",
      "Processing..:  CS29_69  42   1339\n",
      "Processing..:  CS29_69  42   1396\n",
      "Processing..:  CS29_69  42   1577\n",
      "Processing..:  CS29_69  43   1333\n",
      "Processing..:  CS29_69  43   1340\n",
      "Processing..:  CS29_69  44   515\n",
      "Processing..:  CS29_69  44   611\n",
      "Processing..:  CS29_69  44   614\n",
      "Processing..:  CS29_69  44   622\n",
      "Processing..:  CS29_69  44   625\n",
      "Processing..:  CS29_69  45   1946\n",
      "Processing..:  CS29_69  46   1883\n",
      "Processing..:  CS29_69  46   1920\n",
      "Processing..:  CS29_69  47   998\n",
      "Processing..:  CS29_69  47   1029\n",
      "Processing..:  CS29_69  47   1044\n",
      "Processing..:  CS29_69  47   1129\n",
      "Processing..:  CS29_69  47   1142\n",
      "Processing..:  CS29_69  47   1146\n",
      "Processing..:  CS29_69  48   2273\n",
      "Processing..:  CS29_69  48   2330\n",
      "Processing..:  CS29_69  48   2534\n",
      "==============================================\n",
      "Session_id:  CS29_70\n",
      "Channel:  9\n",
      "Cell_id:  0\n",
      "Number of spikes: 1359\n",
      "==============================================\n",
      "Session_id:  CS29_70\n",
      "Channel:  10\n",
      "Cell_id:  1\n",
      "Number of spikes: 591\n",
      "==============================================\n",
      "Session_id:  CS29_70\n",
      "Channel:  25\n",
      "Cell_id:  2\n",
      "Number of spikes: 74\n",
      "==============================================\n",
      "Session_id:  CS29_70\n",
      "Channel:  25\n",
      "Cell_id:  2\n",
      "Number of spikes: 238\n",
      "==============================================\n",
      "Session_id:  CS29_70\n",
      "Channel:  25\n",
      "Cell_id:  2\n",
      "Number of spikes: 176\n",
      "==============================================\n",
      "Session_id:  CS29_70\n",
      "Channel:  25\n",
      "Cell_id:  2\n",
      "Number of spikes: 89\n",
      "==============================================\n",
      "Session_id:  CS29_70\n",
      "Channel:  26\n",
      "Cell_id:  3\n",
      "Number of spikes: 251\n",
      "==============================================\n",
      "Session_id:  CS29_70\n",
      "Channel:  26\n",
      "Cell_id:  3\n",
      "Number of spikes: 1362\n",
      "==============================================\n",
      "Session_id:  CS29_70\n",
      "Channel:  28\n",
      "Cell_id:  4\n",
      "Number of spikes: 554\n",
      "==============================================\n",
      "Session_id:  CS29_70\n",
      "Channel:  29\n",
      "Cell_id:  5\n",
      "Number of spikes: 341\n",
      "==============================================\n",
      "Session_id:  CS29_70\n",
      "Channel:  29\n",
      "Cell_id:  5\n",
      "Number of spikes: 175\n",
      "==============================================\n",
      "Session_id:  CS29_70\n",
      "Channel:  29\n",
      "Cell_id:  5\n",
      "Number of spikes: 1791\n",
      "==============================================\n",
      "Session_id:  CS29_70\n",
      "Channel:  33\n",
      "Cell_id:  6\n",
      "Number of spikes: 2310\n",
      "==============================================\n",
      "Session_id:  CS29_70\n",
      "Channel:  33\n",
      "Cell_id:  6\n",
      "Number of spikes: 171\n",
      "==============================================\n",
      "Session_id:  CS29_70\n",
      "Channel:  33\n",
      "Cell_id:  6\n",
      "Number of spikes: 794\n",
      "==============================================\n",
      "Session_id:  CS29_70\n",
      "Channel:  34\n",
      "Cell_id:  7\n",
      "Number of spikes: 2058\n",
      "==============================================\n",
      "Session_id:  CS29_70\n",
      "Channel:  34\n",
      "Cell_id:  7\n",
      "Number of spikes: 7899\n",
      "==============================================\n",
      "Session_id:  CS29_70\n",
      "Channel:  34\n",
      "Cell_id:  7\n",
      "Number of spikes: 5143\n",
      "==============================================\n",
      "Session_id:  CS29_70\n",
      "Channel:  35\n",
      "Cell_id:  8\n",
      "Number of spikes: 508\n",
      "==============================================\n",
      "Session_id:  CS29_70\n",
      "Channel:  35\n",
      "Cell_id:  8\n",
      "Number of spikes: 1484\n",
      "==============================================\n",
      "Session_id:  CS29_70\n",
      "Channel:  35\n",
      "Cell_id:  8\n",
      "Number of spikes: 1328\n",
      "==============================================\n",
      "Session_id:  CS29_70\n",
      "Channel:  36\n",
      "Cell_id:  9\n",
      "Number of spikes: 2919\n",
      "==============================================\n",
      "Session_id:  CS29_70\n",
      "Channel:  37\n",
      "Cell_id:  10\n",
      "Number of spikes: 276\n",
      "==============================================\n",
      "Session_id:  CS29_70\n",
      "Channel:  37\n",
      "Cell_id:  10\n",
      "Number of spikes: 160\n",
      "==============================================\n",
      "Session_id:  CS29_70\n",
      "Channel:  37\n",
      "Cell_id:  10\n",
      "Number of spikes: 230\n",
      "==============================================\n",
      "Session_id:  CS29_70\n",
      "Channel:  37\n",
      "Cell_id:  10\n",
      "Number of spikes: 15089\n",
      "==============================================\n",
      "Session_id:  CS29_70\n",
      "Channel:  38\n",
      "Cell_id:  11\n",
      "Number of spikes: 1052\n",
      "==============================================\n",
      "Session_id:  CS29_70\n",
      "Channel:  38\n",
      "Cell_id:  11\n",
      "Number of spikes: 1905\n",
      "==============================================\n",
      "Session_id:  CS29_70\n",
      "Channel:  39\n",
      "Cell_id:  12\n",
      "Number of spikes: 370\n",
      "==============================================\n",
      "Session_id:  CS29_70\n",
      "Channel:  39\n",
      "Cell_id:  12\n",
      "Number of spikes: 815\n",
      "==============================================\n",
      "Session_id:  CS29_70\n",
      "Channel:  39\n",
      "Cell_id:  12\n",
      "Number of spikes: 998\n",
      "==============================================\n",
      "Session_id:  CS29_70\n",
      "Channel:  39\n",
      "Cell_id:  12\n",
      "Number of spikes: 346\n",
      "==============================================\n",
      "Session_id:  CS29_70\n",
      "Channel:  39\n",
      "Cell_id:  12\n",
      "Number of spikes: 1226\n",
      "Processing..:  CS29_70  9   356\n",
      "Processing..:  CS29_70  10   149\n",
      "Processing..:  CS29_70  25   147\n",
      "Processing..:  CS29_70  25   190\n",
      "Processing..:  CS29_70  25   201\n",
      "Processing..:  CS29_70  25   208\n",
      "Processing..:  CS29_70  26   278\n",
      "Processing..:  CS29_70  26   328\n",
      "Processing..:  CS29_70  28   226\n",
      "Processing..:  CS29_70  29   487\n",
      "Processing..:  CS29_70  29   523\n",
      "Processing..:  CS29_70  29   618\n",
      "Processing..:  CS29_70  33   763\n",
      "Processing..:  CS29_70  33   774\n",
      "Processing..:  CS29_70  33   775\n",
      "Processing..:  CS29_70  34   2218\n",
      "Processing..:  CS29_70  34   2219\n",
      "Processing..:  CS29_70  34   2336\n",
      "Processing..:  CS29_70  35   716\n",
      "Processing..:  CS29_70  35   781\n",
      "Processing..:  CS29_70  35   861\n",
      "Processing..:  CS29_70  36   532\n",
      "Processing..:  CS29_70  37   2205\n",
      "Processing..:  CS29_70  37   2781\n",
      "Processing..:  CS29_70  37   2803\n",
      "Processing..:  CS29_70  37   2914\n",
      "Processing..:  CS29_70  38   774\n",
      "Processing..:  CS29_70  38   805\n",
      "Processing..:  CS29_70  39   1298\n",
      "Processing..:  CS29_70  39   1333\n",
      "Processing..:  CS29_70  39   1341\n",
      "Processing..:  CS29_70  39   1347\n",
      "Processing..:  CS29_70  39   1353\n",
      "==============================================\n",
      "Session_id:  CS31_73\n",
      "Channel:  26\n",
      "Cell_id:  0\n",
      "Number of spikes: 2063\n",
      "==============================================\n",
      "Session_id:  CS31_73\n",
      "Channel:  26\n",
      "Cell_id:  0\n",
      "Number of spikes: 185\n",
      "==============================================\n",
      "Session_id:  CS31_73\n",
      "Channel:  35\n",
      "Cell_id:  1\n",
      "Number of spikes: 160\n",
      "==============================================\n",
      "Session_id:  CS31_73\n",
      "Channel:  35\n",
      "Cell_id:  1\n",
      "Number of spikes: 316\n",
      "Processing..:  CS31_73  26   1123\n",
      "Processing..:  CS31_73  26   1138\n",
      "Processing..:  CS31_73  35   290\n",
      "Processing..:  CS31_73  35   393\n",
      "==============================================\n",
      "Session_id:  CS32_74\n",
      "Channel:  25\n",
      "Cell_id:  0\n",
      "Number of spikes: 199\n",
      "==============================================\n",
      "Session_id:  CS32_74\n",
      "Channel:  25\n",
      "Cell_id:  0\n",
      "Number of spikes: 193\n",
      "==============================================\n",
      "Session_id:  CS32_74\n",
      "Channel:  25\n",
      "Cell_id:  0\n",
      "Number of spikes: 5148\n",
      "==============================================\n",
      "Session_id:  CS32_74\n",
      "Channel:  26\n",
      "Cell_id:  1\n",
      "Number of spikes: 104\n",
      "==============================================\n",
      "Session_id:  CS32_74\n",
      "Channel:  26\n",
      "Cell_id:  1\n",
      "Number of spikes: 210\n",
      "==============================================\n",
      "Session_id:  CS32_74\n",
      "Channel:  26\n",
      "Cell_id:  1\n",
      "Number of spikes: 371\n",
      "==============================================\n",
      "Session_id:  CS32_74\n",
      "Channel:  26\n",
      "Cell_id:  1\n",
      "Number of spikes: 315\n",
      "==============================================\n",
      "Session_id:  CS32_74\n",
      "Channel:  26\n",
      "Cell_id:  1\n",
      "Number of spikes: 1825\n",
      "==============================================\n",
      "Session_id:  CS32_74\n",
      "Channel:  26\n",
      "Cell_id:  1\n",
      "Number of spikes: 674\n",
      "==============================================\n",
      "Session_id:  CS32_74\n",
      "Channel:  27\n",
      "Cell_id:  2\n",
      "Number of spikes: 1677\n",
      "==============================================\n",
      "Session_id:  CS32_74\n",
      "Channel:  27\n",
      "Cell_id:  2\n",
      "Number of spikes: 381\n",
      "==============================================\n",
      "Session_id:  CS32_74\n",
      "Channel:  27\n",
      "Cell_id:  2\n",
      "Number of spikes: 1700\n",
      "==============================================\n",
      "Session_id:  CS32_74\n",
      "Channel:  28\n",
      "Cell_id:  3\n",
      "Number of spikes: 96\n",
      "==============================================\n",
      "Session_id:  CS32_74\n",
      "Channel:  28\n",
      "Cell_id:  3\n",
      "Number of spikes: 190\n",
      "==============================================\n",
      "Session_id:  CS32_74\n",
      "Channel:  28\n",
      "Cell_id:  3\n",
      "Number of spikes: 117\n",
      "==============================================\n",
      "Session_id:  CS32_74\n",
      "Channel:  28\n",
      "Cell_id:  3\n",
      "Number of spikes: 613\n",
      "==============================================\n",
      "Session_id:  CS32_74\n",
      "Channel:  28\n",
      "Cell_id:  3\n",
      "Number of spikes: 1346\n",
      "==============================================\n",
      "Session_id:  CS32_74\n",
      "Channel:  28\n",
      "Cell_id:  3\n",
      "Number of spikes: 1418\n",
      "==============================================\n",
      "Session_id:  CS32_74\n",
      "Channel:  29\n",
      "Cell_id:  4\n",
      "Number of spikes: 83\n",
      "==============================================\n",
      "Session_id:  CS32_74\n",
      "Channel:  29\n",
      "Cell_id:  4\n",
      "Number of spikes: 155\n",
      "==============================================\n",
      "Session_id:  CS32_74\n",
      "Channel:  29\n",
      "Cell_id:  4\n",
      "Number of spikes: 1079\n",
      "==============================================\n",
      "Session_id:  CS32_74\n",
      "Channel:  29\n",
      "Cell_id:  4\n",
      "Number of spikes: 463\n",
      "==============================================\n",
      "Session_id:  CS32_74\n",
      "Channel:  29\n",
      "Cell_id:  4\n",
      "Number of spikes: 653\n",
      "==============================================\n",
      "Session_id:  CS32_74\n",
      "Channel:  29\n",
      "Cell_id:  4\n",
      "Number of spikes: 89\n",
      "==============================================\n",
      "Session_id:  CS32_74\n",
      "Channel:  29\n",
      "Cell_id:  4\n",
      "Number of spikes: 6966\n",
      "==============================================\n",
      "Session_id:  CS32_74\n",
      "Channel:  30\n",
      "Cell_id:  5\n",
      "Number of spikes: 5589\n",
      "==============================================\n",
      "Session_id:  CS32_74\n",
      "Channel:  30\n",
      "Cell_id:  5\n",
      "Number of spikes: 2715\n",
      "==============================================\n",
      "Session_id:  CS32_74\n",
      "Channel:  30\n",
      "Cell_id:  5\n",
      "Number of spikes: 343\n",
      "==============================================\n",
      "Session_id:  CS32_74\n",
      "Channel:  31\n",
      "Cell_id:  6\n",
      "Number of spikes: 1085\n",
      "==============================================\n",
      "Session_id:  CS32_74\n",
      "Channel:  32\n",
      "Cell_id:  7\n",
      "Number of spikes: 350\n",
      "==============================================\n",
      "Session_id:  CS32_74\n",
      "Channel:  32\n",
      "Cell_id:  7\n",
      "Number of spikes: 1115\n",
      "==============================================\n",
      "Session_id:  CS32_74\n",
      "Channel:  50\n",
      "Cell_id:  8\n",
      "Number of spikes: 396\n",
      "==============================================\n",
      "Session_id:  CS32_74\n",
      "Channel:  50\n",
      "Cell_id:  8\n",
      "Number of spikes: 236\n",
      "==============================================\n",
      "Session_id:  CS32_74\n",
      "Channel:  50\n",
      "Cell_id:  8\n",
      "Number of spikes: 748\n",
      "==============================================\n",
      "Session_id:  CS32_74\n",
      "Channel:  50\n",
      "Cell_id:  8\n",
      "Number of spikes: 5358\n",
      "Processing..:  CS32_74  25   19\n",
      "Processing..:  CS32_74  25   1072\n",
      "Processing..:  CS32_74  25   1163\n",
      "Processing..:  CS32_74  26   616\n",
      "Processing..:  CS32_74  26   784\n",
      "Processing..:  CS32_74  26   841\n",
      "Processing..:  CS32_74  26   928\n",
      "Processing..:  CS32_74  26   977\n",
      "Processing..:  CS32_74  26   992\n",
      "Processing..:  CS32_74  27   1340\n",
      "Processing..:  CS32_74  27   1345\n",
      "Processing..:  CS32_74  27   1360\n",
      "Processing..:  CS32_74  28   532\n",
      "Processing..:  CS32_74  28   992\n",
      "Processing..:  CS32_74  28   1021\n",
      "Processing..:  CS32_74  28   1031\n",
      "Processing..:  CS32_74  28   1036\n",
      "Processing..:  CS32_74  28   1048\n",
      "Processing..:  CS32_74  29   1632\n",
      "Processing..:  CS32_74  29   1767\n",
      "Processing..:  CS32_74  29   2255\n",
      "Processing..:  CS32_74  29   2266\n",
      "Processing..:  CS32_74  29   2309\n",
      "Processing..:  CS32_74  29   2315\n",
      "Processing..:  CS32_74  29   2349\n",
      "Processing..:  CS32_74  30   1398\n",
      "Processing..:  CS32_74  30   1561\n",
      "Processing..:  CS32_74  30   1590\n",
      "Processing..:  CS32_74  31   398\n",
      "Processing..:  CS32_74  32   372\n",
      "Processing..:  CS32_74  32   530\n",
      "Processing..:  CS32_74  50   1227\n",
      "Processing..:  CS32_74  50   1256\n",
      "Processing..:  CS32_74  50   1285\n",
      "Processing..:  CS32_74  50   1286\n",
      "==============================================\n",
      "Session_id:  CS33_76\n",
      "Channel:  20\n",
      "Cell_id:  0\n",
      "Number of spikes: 344\n",
      "==============================================\n",
      "Session_id:  CS33_76\n",
      "Channel:  23\n",
      "Cell_id:  1\n",
      "Number of spikes: 557\n",
      "==============================================\n",
      "Session_id:  CS33_76\n",
      "Channel:  33\n",
      "Cell_id:  2\n",
      "Number of spikes: 143\n",
      "==============================================\n",
      "Session_id:  CS33_76\n",
      "Channel:  33\n",
      "Cell_id:  2\n",
      "Number of spikes: 3781\n",
      "==============================================\n",
      "Session_id:  CS33_76\n",
      "Channel:  33\n",
      "Cell_id:  2\n",
      "Number of spikes: 372\n",
      "==============================================\n",
      "Session_id:  CS33_76\n",
      "Channel:  33\n",
      "Cell_id:  2\n",
      "Number of spikes: 7182\n",
      "==============================================\n",
      "Session_id:  CS33_76\n",
      "Channel:  33\n",
      "Cell_id:  2\n",
      "Number of spikes: 1449\n",
      "==============================================\n",
      "Session_id:  CS33_76\n",
      "Channel:  34\n",
      "Cell_id:  3\n",
      "Number of spikes: 269\n",
      "==============================================\n",
      "Session_id:  CS33_76\n",
      "Channel:  34\n",
      "Cell_id:  3\n",
      "Number of spikes: 87\n",
      "==============================================\n",
      "Session_id:  CS33_76\n",
      "Channel:  34\n",
      "Cell_id:  3\n",
      "Number of spikes: 1661\n",
      "==============================================\n",
      "Session_id:  CS33_76\n",
      "Channel:  34\n",
      "Cell_id:  3\n",
      "Number of spikes: 86\n",
      "==============================================\n",
      "Session_id:  CS33_76\n",
      "Channel:  34\n",
      "Cell_id:  3\n",
      "Number of spikes: 478\n",
      "==============================================\n",
      "Session_id:  CS33_76\n",
      "Channel:  34\n",
      "Cell_id:  3\n",
      "Number of spikes: 8842\n",
      "==============================================\n",
      "Session_id:  CS33_76\n",
      "Channel:  34\n",
      "Cell_id:  3\n",
      "Number of spikes: 2610\n",
      "==============================================\n",
      "Session_id:  CS33_76\n",
      "Channel:  35\n",
      "Cell_id:  4\n",
      "Number of spikes: 227\n",
      "==============================================\n",
      "Session_id:  CS33_76\n",
      "Channel:  35\n",
      "Cell_id:  4\n",
      "Number of spikes: 1101\n",
      "==============================================\n",
      "Session_id:  CS33_76\n",
      "Channel:  35\n",
      "Cell_id:  4\n",
      "Number of spikes: 1366\n",
      "==============================================\n",
      "Session_id:  CS33_76\n",
      "Channel:  35\n",
      "Cell_id:  4\n",
      "Number of spikes: 3199\n",
      "==============================================\n",
      "Session_id:  CS33_76\n",
      "Channel:  35\n",
      "Cell_id:  4\n",
      "Number of spikes: 2085\n",
      "==============================================\n",
      "Session_id:  CS33_76\n",
      "Channel:  35\n",
      "Cell_id:  4\n",
      "Number of spikes: 500\n",
      "==============================================\n",
      "Session_id:  CS33_76\n",
      "Channel:  35\n",
      "Cell_id:  4\n",
      "Number of spikes: 915\n",
      "==============================================\n",
      "Session_id:  CS33_76\n",
      "Channel:  36\n",
      "Cell_id:  5\n",
      "Number of spikes: 163\n",
      "==============================================\n",
      "Session_id:  CS33_76\n",
      "Channel:  36\n",
      "Cell_id:  5\n",
      "Number of spikes: 2013\n",
      "==============================================\n",
      "Session_id:  CS33_76\n",
      "Channel:  36\n",
      "Cell_id:  5\n",
      "Number of spikes: 485\n",
      "==============================================\n",
      "Session_id:  CS33_76\n",
      "Channel:  36\n",
      "Cell_id:  5\n",
      "Number of spikes: 9771\n",
      "==============================================\n",
      "Session_id:  CS33_76\n",
      "Channel:  37\n",
      "Cell_id:  6\n",
      "Number of spikes: 10744\n",
      "==============================================\n",
      "Session_id:  CS33_76\n",
      "Channel:  37\n",
      "Cell_id:  6\n",
      "Number of spikes: 189\n",
      "==============================================\n",
      "Session_id:  CS33_76\n",
      "Channel:  37\n",
      "Cell_id:  6\n",
      "Number of spikes: 1306\n",
      "==============================================\n",
      "Session_id:  CS33_76\n",
      "Channel:  37\n",
      "Cell_id:  6\n",
      "Number of spikes: 128\n",
      "==============================================\n",
      "Session_id:  CS33_76\n",
      "Channel:  37\n",
      "Cell_id:  6\n",
      "Number of spikes: 673\n",
      "==============================================\n",
      "Session_id:  CS33_76\n",
      "Channel:  37\n",
      "Cell_id:  6\n",
      "Number of spikes: 3035\n",
      "==============================================\n",
      "Session_id:  CS33_76\n",
      "Channel:  38\n",
      "Cell_id:  7\n",
      "Number of spikes: 314\n",
      "==============================================\n",
      "Session_id:  CS33_76\n",
      "Channel:  38\n",
      "Cell_id:  7\n",
      "Number of spikes: 353\n",
      "==============================================\n",
      "Session_id:  CS33_76\n",
      "Channel:  38\n",
      "Cell_id:  7\n",
      "Number of spikes: 399\n",
      "==============================================\n",
      "Session_id:  CS33_76\n",
      "Channel:  38\n",
      "Cell_id:  7\n",
      "Number of spikes: 1546\n",
      "==============================================\n",
      "Session_id:  CS33_76\n",
      "Channel:  38\n",
      "Cell_id:  7\n",
      "Number of spikes: 642\n",
      "==============================================\n",
      "Session_id:  CS33_76\n",
      "Channel:  38\n",
      "Cell_id:  7\n",
      "Number of spikes: 3026\n",
      "==============================================\n",
      "Session_id:  CS33_76\n",
      "Channel:  39\n",
      "Cell_id:  8\n",
      "Number of spikes: 491\n",
      "==============================================\n",
      "Session_id:  CS33_76\n",
      "Channel:  39\n",
      "Cell_id:  8\n",
      "Number of spikes: 1660\n",
      "==============================================\n",
      "Session_id:  CS33_76\n",
      "Channel:  39\n",
      "Cell_id:  8\n",
      "Number of spikes: 639\n",
      "==============================================\n",
      "Session_id:  CS33_76\n",
      "Channel:  39\n",
      "Cell_id:  8\n",
      "Number of spikes: 2568\n",
      "==============================================\n",
      "Session_id:  CS33_76\n",
      "Channel:  39\n",
      "Cell_id:  8\n",
      "Number of spikes: 434\n",
      "==============================================\n",
      "Session_id:  CS33_76\n",
      "Channel:  40\n",
      "Cell_id:  9\n",
      "Number of spikes: 1559\n",
      "==============================================\n",
      "Session_id:  CS33_76\n",
      "Channel:  40\n",
      "Cell_id:  9\n",
      "Number of spikes: 678\n",
      "==============================================\n",
      "Session_id:  CS33_76\n",
      "Channel:  40\n",
      "Cell_id:  9\n",
      "Number of spikes: 203\n",
      "==============================================\n",
      "Session_id:  CS33_76\n",
      "Channel:  40\n",
      "Cell_id:  9\n",
      "Number of spikes: 395\n",
      "==============================================\n",
      "Session_id:  CS33_76\n",
      "Channel:  40\n",
      "Cell_id:  9\n",
      "Number of spikes: 1306\n",
      "==============================================\n",
      "Session_id:  CS33_76\n",
      "Channel:  50\n",
      "Cell_id:  10\n",
      "Number of spikes: 1954\n",
      "==============================================\n",
      "Session_id:  CS33_76\n",
      "Channel:  51\n",
      "Cell_id:  11\n",
      "Number of spikes: 2629\n",
      "==============================================\n",
      "Session_id:  CS33_76\n",
      "Channel:  53\n",
      "Cell_id:  12\n",
      "Number of spikes: 1850\n",
      "==============================================\n",
      "Session_id:  CS33_76\n",
      "Channel:  56\n",
      "Cell_id:  13\n",
      "Number of spikes: 728\n",
      "==============================================\n",
      "Session_id:  CS33_76\n",
      "Channel:  56\n",
      "Cell_id:  13\n",
      "Number of spikes: 858\n",
      "==============================================\n",
      "Session_id:  CS33_76\n",
      "Channel:  56\n",
      "Cell_id:  13\n",
      "Number of spikes: 11109\n",
      "Processing..:  CS33_76  20   63\n",
      "Processing..:  CS33_76  23   224\n",
      "Processing..:  CS33_76  33   2429\n",
      "Processing..:  CS33_76  33   2597\n",
      "Processing..:  CS33_76  33   2710\n",
      "Processing..:  CS33_76  33   2729\n",
      "Processing..:  CS33_76  33   2741\n",
      "Processing..:  CS33_76  34   2465\n",
      "Processing..:  CS33_76  34   2634\n",
      "Processing..:  CS33_76  34   2687\n",
      "Processing..:  CS33_76  34   2869\n",
      "Processing..:  CS33_76  34   2918\n",
      "Processing..:  CS33_76  34   2993\n",
      "Processing..:  CS33_76  34   3013\n",
      "Processing..:  CS33_76  35   1604\n",
      "Processing..:  CS33_76  35   1641\n",
      "Processing..:  CS33_76  35   1770\n",
      "Processing..:  CS33_76  35   1846\n",
      "Processing..:  CS33_76  35   1982\n",
      "Processing..:  CS33_76  35   1985\n",
      "Processing..:  CS33_76  35   1993\n",
      "Processing..:  CS33_76  36   2315\n",
      "Processing..:  CS33_76  36   2411\n",
      "Processing..:  CS33_76  36   2440\n",
      "Processing..:  CS33_76  36   2500\n",
      "Processing..:  CS33_76  37   2460\n",
      "Processing..:  CS33_76  37   2526\n",
      "Processing..:  CS33_76  37   2560\n",
      "Processing..:  CS33_76  37   2658\n",
      "Processing..:  CS33_76  37   2675\n",
      "Processing..:  CS33_76  37   2703\n",
      "Processing..:  CS33_76  38   1444\n",
      "Processing..:  CS33_76  38   1548\n",
      "Processing..:  CS33_76  38   1570\n",
      "Processing..:  CS33_76  38   1575\n",
      "Processing..:  CS33_76  38   1659\n",
      "Processing..:  CS33_76  38   1666\n",
      "Processing..:  CS33_76  39   1415\n",
      "Processing..:  CS33_76  39   1476\n",
      "Processing..:  CS33_76  39   1488\n",
      "Processing..:  CS33_76  39   1499\n",
      "Processing..:  CS33_76  39   1508\n",
      "Processing..:  CS33_76  40   861\n",
      "Processing..:  CS33_76  40   980\n",
      "Processing..:  CS33_76  40   983\n",
      "Processing..:  CS33_76  40   999\n",
      "Processing..:  CS33_76  40   1029\n",
      "Processing..:  CS33_76  50   479\n",
      "Processing..:  CS33_76  51   730\n",
      "Processing..:  CS33_76  53   568\n",
      "Processing..:  CS33_76  56   2200\n",
      "Processing..:  CS33_76  56   2250\n",
      "Processing..:  CS33_76  56   2259\n",
      "==============================================\n",
      "Session_id:  CS33_77\n",
      "Channel:  20\n",
      "Cell_id:  0\n",
      "Number of spikes: 264\n",
      "==============================================\n",
      "Session_id:  CS33_77\n",
      "Channel:  20\n",
      "Cell_id:  0\n",
      "Number of spikes: 218\n",
      "==============================================\n",
      "Session_id:  CS33_77\n",
      "Channel:  33\n",
      "Cell_id:  1\n",
      "Number of spikes: 1827\n",
      "==============================================\n",
      "Session_id:  CS33_77\n",
      "Channel:  33\n",
      "Cell_id:  1\n",
      "Number of spikes: 3240\n",
      "==============================================\n",
      "Session_id:  CS33_77\n",
      "Channel:  33\n",
      "Cell_id:  1\n",
      "Number of spikes: 253\n",
      "==============================================\n",
      "Session_id:  CS33_77\n",
      "Channel:  33\n",
      "Cell_id:  1\n",
      "Number of spikes: 2633\n",
      "==============================================\n",
      "Session_id:  CS33_77\n",
      "Channel:  34\n",
      "Cell_id:  2\n",
      "Number of spikes: 397\n",
      "==============================================\n",
      "Session_id:  CS33_77\n",
      "Channel:  34\n",
      "Cell_id:  2\n",
      "Number of spikes: 114\n",
      "==============================================\n",
      "Session_id:  CS33_77\n",
      "Channel:  34\n",
      "Cell_id:  2\n",
      "Number of spikes: 943\n",
      "==============================================\n",
      "Session_id:  CS33_77\n",
      "Channel:  34\n",
      "Cell_id:  2\n",
      "Number of spikes: 7606\n",
      "==============================================\n",
      "Session_id:  CS33_77\n",
      "Channel:  34\n",
      "Cell_id:  2\n",
      "Number of spikes: 2019\n",
      "==============================================\n",
      "Session_id:  CS33_77\n",
      "Channel:  36\n",
      "Cell_id:  3\n",
      "Number of spikes: 516\n",
      "==============================================\n",
      "Session_id:  CS33_77\n",
      "Channel:  36\n",
      "Cell_id:  3\n",
      "Number of spikes: 506\n",
      "==============================================\n",
      "Session_id:  CS33_77\n",
      "Channel:  36\n",
      "Cell_id:  3\n",
      "Number of spikes: 65\n",
      "==============================================\n",
      "Session_id:  CS33_77\n",
      "Channel:  36\n",
      "Cell_id:  3\n",
      "Number of spikes: 10681\n",
      "==============================================\n",
      "Session_id:  CS33_77\n",
      "Channel:  37\n",
      "Cell_id:  4\n",
      "Number of spikes: 7555\n",
      "==============================================\n",
      "Session_id:  CS33_77\n",
      "Channel:  37\n",
      "Cell_id:  4\n",
      "Number of spikes: 958\n",
      "==============================================\n",
      "Session_id:  CS33_77\n",
      "Channel:  37\n",
      "Cell_id:  4\n",
      "Number of spikes: 4534\n",
      "==============================================\n",
      "Session_id:  CS33_77\n",
      "Channel:  38\n",
      "Cell_id:  5\n",
      "Number of spikes: 820\n",
      "==============================================\n",
      "Session_id:  CS33_77\n",
      "Channel:  38\n",
      "Cell_id:  5\n",
      "Number of spikes: 3297\n",
      "==============================================\n",
      "Session_id:  CS33_77\n",
      "Channel:  38\n",
      "Cell_id:  5\n",
      "Number of spikes: 1297\n",
      "==============================================\n",
      "Session_id:  CS33_77\n",
      "Channel:  38\n",
      "Cell_id:  5\n",
      "Number of spikes: 648\n",
      "==============================================\n",
      "Session_id:  CS33_77\n",
      "Channel:  39\n",
      "Cell_id:  6\n",
      "Number of spikes: 2380\n",
      "==============================================\n",
      "Session_id:  CS33_77\n",
      "Channel:  39\n",
      "Cell_id:  6\n",
      "Number of spikes: 2349\n",
      "==============================================\n",
      "Session_id:  CS33_77\n",
      "Channel:  39\n",
      "Cell_id:  6\n",
      "Number of spikes: 1387\n",
      "==============================================\n",
      "Session_id:  CS33_77\n",
      "Channel:  40\n",
      "Cell_id:  7\n",
      "Number of spikes: 2065\n",
      "==============================================\n",
      "Session_id:  CS33_77\n",
      "Channel:  40\n",
      "Cell_id:  7\n",
      "Number of spikes: 2870\n",
      "==============================================\n",
      "Session_id:  CS33_77\n",
      "Channel:  50\n",
      "Cell_id:  8\n",
      "Number of spikes: 2005\n",
      "==============================================\n",
      "Session_id:  CS33_77\n",
      "Channel:  51\n",
      "Cell_id:  9\n",
      "Number of spikes: 1599\n",
      "==============================================\n",
      "Session_id:  CS33_77\n",
      "Channel:  53\n",
      "Cell_id:  10\n",
      "Number of spikes: 781\n",
      "Processing..:  CS33_77  20   122\n",
      "Processing..:  CS33_77  20   187\n",
      "Processing..:  CS33_77  33   1523\n",
      "Processing..:  CS33_77  33   2525\n",
      "Processing..:  CS33_77  33   2615\n",
      "Processing..:  CS33_77  33   2726\n",
      "Processing..:  CS33_77  34   1429\n",
      "Processing..:  CS33_77  34   1493\n",
      "Processing..:  CS33_77  34   1747\n",
      "Processing..:  CS33_77  34   1949\n",
      "Processing..:  CS33_77  34   1951\n",
      "Processing..:  CS33_77  36   1732\n",
      "Processing..:  CS33_77  36   1865\n",
      "Processing..:  CS33_77  36   1884\n",
      "Processing..:  CS33_77  36   1984\n",
      "Processing..:  CS33_77  37   2220\n",
      "Processing..:  CS33_77  37   2234\n",
      "Processing..:  CS33_77  37   2250\n",
      "Processing..:  CS33_77  38   1632\n",
      "Processing..:  CS33_77  38   1679\n",
      "Processing..:  CS33_77  38   1724\n",
      "Processing..:  CS33_77  38   1753\n",
      "Processing..:  CS33_77  39   1676\n",
      "Processing..:  CS33_77  39   1707\n",
      "Processing..:  CS33_77  39   1799\n",
      "Processing..:  CS33_77  40   1033\n",
      "Processing..:  CS33_77  40   1076\n",
      "Processing..:  CS33_77  50   544\n",
      "Processing..:  CS33_77  51   512\n",
      "Processing..:  CS33_77  53   379\n",
      "==============================================\n",
      "Session_id:  CS33_78\n",
      "Channel:  33\n",
      "Cell_id:  0\n",
      "Number of spikes: 223\n",
      "==============================================\n",
      "Session_id:  CS33_78\n",
      "Channel:  34\n",
      "Cell_id:  1\n",
      "Number of spikes: 444\n",
      "==============================================\n",
      "Session_id:  CS33_78\n",
      "Channel:  34\n",
      "Cell_id:  1\n",
      "Number of spikes: 2910\n",
      "==============================================\n",
      "Session_id:  CS33_78\n",
      "Channel:  37\n",
      "Cell_id:  2\n",
      "Number of spikes: 499\n",
      "==============================================\n",
      "Session_id:  CS33_78\n",
      "Channel:  40\n",
      "Cell_id:  3\n",
      "Number of spikes: 425\n",
      "==============================================\n",
      "Session_id:  CS33_78\n",
      "Channel:  40\n",
      "Cell_id:  3\n",
      "Number of spikes: 1906\n",
      "==============================================\n",
      "Session_id:  CS33_78\n",
      "Channel:  50\n",
      "Cell_id:  4\n",
      "Number of spikes: 448\n",
      "==============================================\n",
      "Session_id:  CS33_78\n",
      "Channel:  50\n",
      "Cell_id:  4\n",
      "Number of spikes: 959\n",
      "==============================================\n",
      "Session_id:  CS33_78\n",
      "Channel:  50\n",
      "Cell_id:  4\n",
      "Number of spikes: 5965\n",
      "==============================================\n",
      "Session_id:  CS33_78\n",
      "Channel:  51\n",
      "Cell_id:  5\n",
      "Number of spikes: 2604\n",
      "==============================================\n",
      "Session_id:  CS33_78\n",
      "Channel:  53\n",
      "Cell_id:  6\n",
      "Number of spikes: 6061\n",
      "==============================================\n",
      "Session_id:  CS33_78\n",
      "Channel:  55\n",
      "Cell_id:  7\n",
      "Number of spikes: 399\n",
      "==============================================\n",
      "Session_id:  CS33_78\n",
      "Channel:  56\n",
      "Cell_id:  8\n",
      "Number of spikes: 4255\n",
      "Processing..:  CS33_78  33   87\n",
      "Processing..:  CS33_78  34   905\n",
      "Processing..:  CS33_78  34   917\n",
      "Processing..:  CS33_78  37   175\n",
      "Processing..:  CS33_78  40   530\n",
      "Processing..:  CS33_78  40   642\n",
      "Processing..:  CS33_78  50   1463\n",
      "Processing..:  CS33_78  50   1563\n",
      "Processing..:  CS33_78  50   1652\n",
      "Processing..:  CS33_78  51   770\n",
      "Processing..:  CS33_78  53   1109\n",
      "Processing..:  CS33_78  55   185\n",
      "Processing..:  CS33_78  56   1477\n",
      "==============================================\n",
      "Session_id:  CS34_85\n",
      "Channel:  17\n",
      "Cell_id:  0\n",
      "Number of spikes: 11485\n",
      "==============================================\n",
      "Session_id:  CS34_85\n",
      "Channel:  21\n",
      "Cell_id:  1\n",
      "Number of spikes: 305\n",
      "==============================================\n",
      "Session_id:  CS34_85\n",
      "Channel:  23\n",
      "Cell_id:  2\n",
      "Number of spikes: 330\n",
      "==============================================\n",
      "Session_id:  CS34_85\n",
      "Channel:  24\n",
      "Cell_id:  3\n",
      "Number of spikes: 686\n",
      "==============================================\n",
      "Session_id:  CS34_85\n",
      "Channel:  24\n",
      "Cell_id:  3\n",
      "Number of spikes: 708\n",
      "==============================================\n",
      "Session_id:  CS34_85\n",
      "Channel:  24\n",
      "Cell_id:  3\n",
      "Number of spikes: 21880\n",
      "Processing..:  CS34_85  17   2772\n",
      "Processing..:  CS34_85  21   1190\n",
      "Processing..:  CS34_85  23   1550\n",
      "Processing..:  CS34_85  24   2692\n",
      "Processing..:  CS34_85  24   2784\n",
      "Processing..:  CS34_85  24   2949\n",
      "==============================================\n",
      "Session_id:  H47_92\n",
      "Channel:  9\n",
      "Cell_id:  0\n",
      "Number of spikes: 429\n",
      "==============================================\n",
      "Session_id:  H47_92\n",
      "Channel:  9\n",
      "Cell_id:  0\n",
      "Number of spikes: 1007\n",
      "==============================================\n",
      "Session_id:  H47_92\n",
      "Channel:  9\n",
      "Cell_id:  0\n",
      "Number of spikes: 544\n",
      "==============================================\n",
      "Session_id:  H47_92\n",
      "Channel:  9\n",
      "Cell_id:  0\n",
      "Number of spikes: 800\n",
      "==============================================\n",
      "Session_id:  H47_92\n",
      "Channel:  15\n",
      "Cell_id:  1\n",
      "Number of spikes: 3779\n",
      "==============================================\n",
      "Session_id:  H47_92\n",
      "Channel:  18\n",
      "Cell_id:  2\n",
      "Number of spikes: 507\n",
      "==============================================\n",
      "Session_id:  H47_92\n",
      "Channel:  18\n",
      "Cell_id:  2\n",
      "Number of spikes: 1174\n",
      "Processing..:  H47_92  9   1079\n",
      "Processing..:  H47_92  9   1138\n",
      "Processing..:  H47_92  9   1187\n",
      "Processing..:  H47_92  9   1204\n",
      "Processing..:  H47_92  15   2022\n",
      "Processing..:  H47_92  18   851\n",
      "Processing..:  H47_92  18   1153\n",
      "==============================================\n",
      "Session_id:  CS39_93\n",
      "Channel:  26\n",
      "Cell_id:  0\n",
      "Number of spikes: 583\n",
      "==============================================\n",
      "Session_id:  CS39_93\n",
      "Channel:  26\n",
      "Cell_id:  0\n",
      "Number of spikes: 873\n",
      "==============================================\n",
      "Session_id:  CS39_93\n",
      "Channel:  27\n",
      "Cell_id:  1\n",
      "Number of spikes: 2536\n",
      "==============================================\n",
      "Session_id:  CS39_93\n",
      "Channel:  31\n",
      "Cell_id:  2\n",
      "Number of spikes: 202\n",
      "==============================================\n",
      "Session_id:  CS39_93\n",
      "Channel:  31\n",
      "Cell_id:  2\n",
      "Number of spikes: 395\n",
      "==============================================\n",
      "Session_id:  CS39_93\n",
      "Channel:  31\n",
      "Cell_id:  2\n",
      "Number of spikes: 2188\n",
      "==============================================\n",
      "Session_id:  CS39_93\n",
      "Channel:  31\n",
      "Cell_id:  2\n",
      "Number of spikes: 558\n",
      "==============================================\n",
      "Session_id:  CS39_93\n",
      "Channel:  32\n",
      "Cell_id:  3\n",
      "Number of spikes: 2170\n",
      "==============================================\n",
      "Session_id:  CS39_93\n",
      "Channel:  32\n",
      "Cell_id:  3\n",
      "Number of spikes: 703\n",
      "==============================================\n",
      "Session_id:  CS39_93\n",
      "Channel:  32\n",
      "Cell_id:  3\n",
      "Number of spikes: 612\n",
      "==============================================\n",
      "Session_id:  CS39_93\n",
      "Channel:  49\n",
      "Cell_id:  4\n",
      "Number of spikes: 1209\n",
      "==============================================\n",
      "Session_id:  CS39_93\n",
      "Channel:  50\n",
      "Cell_id:  5\n",
      "Number of spikes: 10096\n",
      "==============================================\n",
      "Session_id:  CS39_93\n",
      "Channel:  51\n",
      "Cell_id:  6\n",
      "Number of spikes: 4654\n",
      "==============================================\n",
      "Session_id:  CS39_93\n",
      "Channel:  51\n",
      "Cell_id:  6\n",
      "Number of spikes: 1145\n",
      "==============================================\n",
      "Session_id:  CS39_93\n",
      "Channel:  51\n",
      "Cell_id:  6\n",
      "Number of spikes: 127\n",
      "==============================================\n",
      "Session_id:  CS39_93\n",
      "Channel:  52\n",
      "Cell_id:  7\n",
      "Number of spikes: 152\n",
      "==============================================\n",
      "Session_id:  CS39_93\n",
      "Channel:  52\n",
      "Cell_id:  7\n",
      "Number of spikes: 810\n",
      "==============================================\n",
      "Session_id:  CS39_93\n",
      "Channel:  52\n",
      "Cell_id:  7\n",
      "Number of spikes: 2802\n",
      "==============================================\n",
      "Session_id:  CS39_93\n",
      "Channel:  52\n",
      "Cell_id:  7\n",
      "Number of spikes: 1761\n",
      "==============================================\n",
      "Session_id:  CS39_93\n",
      "Channel:  53\n",
      "Cell_id:  8\n",
      "Number of spikes: 4546\n",
      "==============================================\n",
      "Session_id:  CS39_93\n",
      "Channel:  53\n",
      "Cell_id:  8\n",
      "Number of spikes: 551\n",
      "==============================================\n",
      "Session_id:  CS39_93\n",
      "Channel:  53\n",
      "Cell_id:  8\n",
      "Number of spikes: 506\n",
      "==============================================\n",
      "Session_id:  CS39_93\n",
      "Channel:  53\n",
      "Cell_id:  8\n",
      "Number of spikes: 2515\n",
      "==============================================\n",
      "Session_id:  CS39_93\n",
      "Channel:  54\n",
      "Cell_id:  9\n",
      "Number of spikes: 299\n",
      "==============================================\n",
      "Session_id:  CS39_93\n",
      "Channel:  54\n",
      "Cell_id:  9\n",
      "Number of spikes: 1781\n",
      "==============================================\n",
      "Session_id:  CS39_93\n",
      "Channel:  54\n",
      "Cell_id:  9\n",
      "Number of spikes: 787\n",
      "==============================================\n",
      "Session_id:  CS39_93\n",
      "Channel:  55\n",
      "Cell_id:  10\n",
      "Number of spikes: 1741\n",
      "==============================================\n",
      "Session_id:  CS39_93\n",
      "Channel:  55\n",
      "Cell_id:  10\n",
      "Number of spikes: 371\n",
      "==============================================\n",
      "Session_id:  CS39_93\n",
      "Channel:  55\n",
      "Cell_id:  10\n",
      "Number of spikes: 301\n",
      "==============================================\n",
      "Session_id:  CS39_93\n",
      "Channel:  55\n",
      "Cell_id:  10\n",
      "Number of spikes: 3013\n",
      "==============================================\n",
      "Session_id:  CS39_93\n",
      "Channel:  56\n",
      "Cell_id:  11\n",
      "Number of spikes: 1032\n",
      "==============================================\n",
      "Session_id:  CS39_93\n",
      "Channel:  56\n",
      "Cell_id:  11\n",
      "Number of spikes: 1146\n",
      "==============================================\n",
      "Session_id:  CS39_93\n",
      "Channel:  56\n",
      "Cell_id:  11\n",
      "Number of spikes: 2868\n",
      "==============================================\n",
      "Session_id:  CS39_93\n",
      "Channel:  56\n",
      "Cell_id:  11\n",
      "Number of spikes: 570\n",
      "==============================================\n",
      "Session_id:  CS39_93\n",
      "Channel:  60\n",
      "Cell_id:  12\n",
      "Number of spikes: 1052\n",
      "Processing..:  CS39_93  26   270\n",
      "Processing..:  CS39_93  26   446\n",
      "Processing..:  CS39_93  27   744\n",
      "Processing..:  CS39_93  31   627\n",
      "Processing..:  CS39_93  31   854\n",
      "Processing..:  CS39_93  31   877\n",
      "Processing..:  CS39_93  31   883\n",
      "Processing..:  CS39_93  32   802\n",
      "Processing..:  CS39_93  32   807\n",
      "Processing..:  CS39_93  32   815\n",
      "Processing..:  CS39_93  49   536\n",
      "Processing..:  CS39_93  50   1664\n",
      "Processing..:  CS39_93  51   1242\n",
      "Processing..:  CS39_93  51   1243\n",
      "Processing..:  CS39_93  51   1317\n",
      "Processing..:  CS39_93  52   642\n",
      "Processing..:  CS39_93  52   1235\n",
      "Processing..:  CS39_93  52   1313\n",
      "Processing..:  CS39_93  52   1315\n",
      "Processing..:  CS39_93  53   1643\n",
      "Processing..:  CS39_93  53   1686\n",
      "Processing..:  CS39_93  53   1702\n",
      "Processing..:  CS39_93  53   1735\n",
      "Processing..:  CS39_93  54   782\n",
      "Processing..:  CS39_93  54   795\n",
      "Processing..:  CS39_93  54   821\n",
      "Processing..:  CS39_93  55   1396\n",
      "Processing..:  CS39_93  55   1398\n",
      "Processing..:  CS39_93  55   1402\n",
      "Processing..:  CS39_93  55   1414\n",
      "Processing..:  CS39_93  56   1156\n",
      "Processing..:  CS39_93  56   1168\n",
      "Processing..:  CS39_93  56   1205\n",
      "Processing..:  CS39_93  56   1219\n",
      "Processing..:  CS39_93  60   1036\n",
      "==============================================\n",
      "Session_id:  CS37_96\n",
      "Channel:  26\n",
      "Cell_id:  0\n",
      "Number of spikes: 301\n",
      "==============================================\n",
      "Session_id:  CS37_96\n",
      "Channel:  28\n",
      "Cell_id:  1\n",
      "Number of spikes: 810\n",
      "==============================================\n",
      "Session_id:  CS37_96\n",
      "Channel:  29\n",
      "Cell_id:  2\n",
      "Number of spikes: 1059\n",
      "==============================================\n",
      "Session_id:  CS37_96\n",
      "Channel:  31\n",
      "Cell_id:  3\n",
      "Number of spikes: 183\n",
      "==============================================\n",
      "Session_id:  CS37_96\n",
      "Channel:  31\n",
      "Cell_id:  3\n",
      "Number of spikes: 948\n",
      "==============================================\n",
      "Session_id:  CS37_96\n",
      "Channel:  31\n",
      "Cell_id:  3\n",
      "Number of spikes: 417\n",
      "==============================================\n",
      "Session_id:  CS37_96\n",
      "Channel:  60\n",
      "Cell_id:  4\n",
      "Number of spikes: 376\n",
      "==============================================\n",
      "Session_id:  CS37_96\n",
      "Channel:  61\n",
      "Cell_id:  5\n",
      "Number of spikes: 10156\n",
      "==============================================\n",
      "Session_id:  CS37_96\n",
      "Channel:  62\n",
      "Cell_id:  6\n",
      "Number of spikes: 198\n",
      "==============================================\n",
      "Session_id:  CS37_96\n",
      "Channel:  62\n",
      "Cell_id:  6\n",
      "Number of spikes: 493\n",
      "==============================================\n",
      "Session_id:  CS37_96\n",
      "Channel:  62\n",
      "Cell_id:  6\n",
      "Number of spikes: 4261\n",
      "==============================================\n",
      "Session_id:  CS37_96\n",
      "Channel:  64\n",
      "Cell_id:  7\n",
      "Number of spikes: 3967\n",
      "==============================================\n",
      "Session_id:  CS37_96\n",
      "Channel:  64\n",
      "Cell_id:  7\n",
      "Number of spikes: 1540\n",
      "Processing..:  CS37_96  26   216\n",
      "Processing..:  CS37_96  28   348\n",
      "Processing..:  CS37_96  29   717\n",
      "Processing..:  CS37_96  31   574\n",
      "Processing..:  CS37_96  31   581\n",
      "Processing..:  CS37_96  31   613\n",
      "Processing..:  CS37_96  60   625\n",
      "Processing..:  CS37_96  61   1859\n",
      "Processing..:  CS37_96  62   1040\n",
      "Processing..:  CS37_96  62   1363\n",
      "Processing..:  CS37_96  62   1391\n",
      "Processing..:  CS37_96  64   1142\n",
      "Processing..:  CS37_96  64   1201\n",
      "==============================================\n",
      "Session_id:  H47_97\n",
      "Channel:  3\n",
      "Cell_id:  0\n",
      "Number of spikes: 3216\n",
      "==============================================\n",
      "Session_id:  H47_97\n",
      "Channel:  4\n",
      "Cell_id:  1\n",
      "Number of spikes: 1420\n",
      "==============================================\n",
      "Session_id:  H47_97\n",
      "Channel:  4\n",
      "Cell_id:  1\n",
      "Number of spikes: 1189\n",
      "==============================================\n",
      "Session_id:  H47_97\n",
      "Channel:  5\n",
      "Cell_id:  2\n",
      "Number of spikes: 2404\n",
      "==============================================\n",
      "Session_id:  H47_97\n",
      "Channel:  6\n",
      "Cell_id:  3\n",
      "Number of spikes: 6206\n",
      "==============================================\n",
      "Session_id:  H47_97\n",
      "Channel:  9\n",
      "Cell_id:  4\n",
      "Number of spikes: 4057\n",
      "==============================================\n",
      "Session_id:  H47_97\n",
      "Channel:  9\n",
      "Cell_id:  4\n",
      "Number of spikes: 3586\n",
      "==============================================\n",
      "Session_id:  H47_97\n",
      "Channel:  9\n",
      "Cell_id:  4\n",
      "Number of spikes: 1940\n",
      "==============================================\n",
      "Session_id:  H47_97\n",
      "Channel:  15\n",
      "Cell_id:  5\n",
      "Number of spikes: 721\n",
      "==============================================\n",
      "Session_id:  H47_97\n",
      "Channel:  46\n",
      "Cell_id:  6\n",
      "Number of spikes: 3435\n",
      "Processing..:  H47_97  3   1097\n",
      "Processing..:  H47_97  4   996\n",
      "Processing..:  H47_97  4   1002\n",
      "Processing..:  H47_97  5   1763\n",
      "Processing..:  H47_97  6   1096\n",
      "Processing..:  H47_97  9   3229\n",
      "Processing..:  H47_97  9   3232\n",
      "Processing..:  H47_97  9   3239\n",
      "Processing..:  H47_97  15   1688\n",
      "Processing..:  H47_97  46   564\n",
      "==============================================\n",
      "Session_id:  H48_99\n",
      "Channel:  1\n",
      "Cell_id:  0\n",
      "Number of spikes: 12693\n",
      "==============================================\n",
      "Session_id:  H48_99\n",
      "Channel:  2\n",
      "Cell_id:  1\n",
      "Number of spikes: 5730\n",
      "==============================================\n",
      "Session_id:  H48_99\n",
      "Channel:  3\n",
      "Cell_id:  2\n",
      "Number of spikes: 5236\n",
      "==============================================\n",
      "Session_id:  H48_99\n",
      "Channel:  4\n",
      "Cell_id:  3\n",
      "Number of spikes: 424\n",
      "==============================================\n",
      "Session_id:  H48_99\n",
      "Channel:  4\n",
      "Cell_id:  3\n",
      "Number of spikes: 1185\n",
      "==============================================\n",
      "Session_id:  H48_99\n",
      "Channel:  4\n",
      "Cell_id:  3\n",
      "Number of spikes: 7421\n",
      "==============================================\n",
      "Session_id:  H48_99\n",
      "Channel:  5\n",
      "Cell_id:  4\n",
      "Number of spikes: 203\n",
      "==============================================\n",
      "Session_id:  H48_99\n",
      "Channel:  5\n",
      "Cell_id:  4\n",
      "Number of spikes: 22164\n",
      "==============================================\n",
      "Session_id:  H48_99\n",
      "Channel:  7\n",
      "Cell_id:  5\n",
      "Number of spikes: 1885\n",
      "==============================================\n",
      "Session_id:  H48_99\n",
      "Channel:  8\n",
      "Cell_id:  6\n",
      "Number of spikes: 4393\n",
      "==============================================\n",
      "Session_id:  H48_99\n",
      "Channel:  10\n",
      "Cell_id:  7\n",
      "Number of spikes: 4430\n",
      "==============================================\n",
      "Session_id:  H48_99\n",
      "Channel:  11\n",
      "Cell_id:  8\n",
      "Number of spikes: 2368\n",
      "==============================================\n",
      "Session_id:  H48_99\n",
      "Channel:  13\n",
      "Cell_id:  9\n",
      "Number of spikes: 4469\n",
      "==============================================\n",
      "Session_id:  H48_99\n",
      "Channel:  14\n",
      "Cell_id:  10\n",
      "Number of spikes: 3430\n",
      "==============================================\n",
      "Session_id:  H48_99\n",
      "Channel:  15\n",
      "Cell_id:  11\n",
      "Number of spikes: 6651\n",
      "==============================================\n",
      "Session_id:  H48_99\n",
      "Channel:  17\n",
      "Cell_id:  12\n",
      "Number of spikes: 1663\n",
      "==============================================\n",
      "Session_id:  H48_99\n",
      "Channel:  17\n",
      "Cell_id:  12\n",
      "Number of spikes: 2099\n",
      "==============================================\n",
      "Session_id:  H48_99\n",
      "Channel:  18\n",
      "Cell_id:  13\n",
      "Number of spikes: 4962\n",
      "==============================================\n",
      "Session_id:  H48_99\n",
      "Channel:  19\n",
      "Cell_id:  14\n",
      "Number of spikes: 791\n",
      "==============================================\n",
      "Session_id:  H48_99\n",
      "Channel:  19\n",
      "Cell_id:  14\n",
      "Number of spikes: 4836\n",
      "==============================================\n",
      "Session_id:  H48_99\n",
      "Channel:  20\n",
      "Cell_id:  15\n",
      "Number of spikes: 3025\n",
      "==============================================\n",
      "Session_id:  H48_99\n",
      "Channel:  21\n",
      "Cell_id:  16\n",
      "Number of spikes: 8091\n",
      "==============================================\n",
      "Session_id:  H48_99\n",
      "Channel:  21\n",
      "Cell_id:  16\n",
      "Number of spikes: 1894\n",
      "==============================================\n",
      "Session_id:  H48_99\n",
      "Channel:  22\n",
      "Cell_id:  17\n",
      "Number of spikes: 343\n",
      "==============================================\n",
      "Session_id:  H48_99\n",
      "Channel:  22\n",
      "Cell_id:  17\n",
      "Number of spikes: 1669\n",
      "==============================================\n",
      "Session_id:  H48_99\n",
      "Channel:  23\n",
      "Cell_id:  18\n",
      "Number of spikes: 283\n",
      "==============================================\n",
      "Session_id:  H48_99\n",
      "Channel:  23\n",
      "Cell_id:  18\n",
      "Number of spikes: 871\n",
      "==============================================\n",
      "Session_id:  H48_99\n",
      "Channel:  23\n",
      "Cell_id:  18\n",
      "Number of spikes: 404\n",
      "==============================================\n",
      "Session_id:  H48_99\n",
      "Channel:  23\n",
      "Cell_id:  18\n",
      "Number of spikes: 7657\n",
      "==============================================\n",
      "Session_id:  H48_99\n",
      "Channel:  24\n",
      "Cell_id:  19\n",
      "Number of spikes: 2060\n",
      "Processing..:  H48_99  1   1860\n",
      "Processing..:  H48_99  2   1448\n",
      "Processing..:  H48_99  3   1223\n",
      "Processing..:  H48_99  4   1467\n",
      "Processing..:  H48_99  4   1582\n",
      "Processing..:  H48_99  4   1626\n",
      "Processing..:  H48_99  5   790\n",
      "Processing..:  H48_99  5   2545\n",
      "Processing..:  H48_99  7   631\n",
      "Processing..:  H48_99  8   1042\n",
      "Processing..:  H48_99  10   942\n",
      "Processing..:  H48_99  11   672\n",
      "Processing..:  H48_99  13   1444\n",
      "Processing..:  H48_99  14   729\n",
      "Processing..:  H48_99  15   774\n",
      "Processing..:  H48_99  17   1297\n",
      "Processing..:  H48_99  17   1298\n",
      "Processing..:  H48_99  18   1378\n",
      "Processing..:  H48_99  19   1091\n",
      "Processing..:  H48_99  19   1600\n",
      "Processing..:  H48_99  20   1504\n",
      "Processing..:  H48_99  21   2696\n",
      "Processing..:  H48_99  21   2700\n",
      "Processing..:  H48_99  22   964\n",
      "Processing..:  H48_99  22   978\n",
      "Processing..:  H48_99  23   2434\n",
      "Processing..:  H48_99  23   2485\n",
      "Processing..:  H48_99  23   2569\n",
      "Processing..:  H48_99  23   2579\n",
      "Processing..:  H48_99  24   854\n",
      "==============================================\n",
      "Session_id:  CS39_100\n",
      "Channel:  17\n",
      "Cell_id:  0\n",
      "Number of spikes: 904\n",
      "==============================================\n",
      "Session_id:  CS39_100\n",
      "Channel:  17\n",
      "Cell_id:  0\n",
      "Number of spikes: 712\n",
      "==============================================\n",
      "Session_id:  CS39_100\n",
      "Channel:  17\n",
      "Cell_id:  0\n",
      "Number of spikes: 6484\n",
      "==============================================\n",
      "Session_id:  CS39_100\n",
      "Channel:  17\n",
      "Cell_id:  0\n",
      "Number of spikes: 583\n",
      "==============================================\n",
      "Session_id:  CS39_100\n",
      "Channel:  17\n",
      "Cell_id:  0\n",
      "Number of spikes: 649\n",
      "==============================================\n",
      "Session_id:  CS39_100\n",
      "Channel:  25\n",
      "Cell_id:  1\n",
      "Number of spikes: 799\n",
      "==============================================\n",
      "Session_id:  CS39_100\n",
      "Channel:  25\n",
      "Cell_id:  1\n",
      "Number of spikes: 3401\n",
      "==============================================\n",
      "Session_id:  CS39_100\n",
      "Channel:  26\n",
      "Cell_id:  2\n",
      "Number of spikes: 1808\n",
      "==============================================\n",
      "Session_id:  CS39_100\n",
      "Channel:  27\n",
      "Cell_id:  3\n",
      "Number of spikes: 4278\n",
      "==============================================\n",
      "Session_id:  CS39_100\n",
      "Channel:  27\n",
      "Cell_id:  3\n",
      "Number of spikes: 2184\n",
      "==============================================\n",
      "Session_id:  CS39_100\n",
      "Channel:  28\n",
      "Cell_id:  4\n",
      "Number of spikes: 3358\n",
      "==============================================\n",
      "Session_id:  CS39_100\n",
      "Channel:  28\n",
      "Cell_id:  4\n",
      "Number of spikes: 1622\n",
      "==============================================\n",
      "Session_id:  CS39_100\n",
      "Channel:  30\n",
      "Cell_id:  5\n",
      "Number of spikes: 1428\n",
      "==============================================\n",
      "Session_id:  CS39_100\n",
      "Channel:  30\n",
      "Cell_id:  5\n",
      "Number of spikes: 333\n",
      "==============================================\n",
      "Session_id:  CS39_100\n",
      "Channel:  30\n",
      "Cell_id:  5\n",
      "Number of spikes: 938\n",
      "==============================================\n",
      "Session_id:  CS39_100\n",
      "Channel:  30\n",
      "Cell_id:  5\n",
      "Number of spikes: 2166\n",
      "==============================================\n",
      "Session_id:  CS39_100\n",
      "Channel:  30\n",
      "Cell_id:  5\n",
      "Number of spikes: 215\n",
      "==============================================\n",
      "Session_id:  CS39_100\n",
      "Channel:  31\n",
      "Cell_id:  6\n",
      "Number of spikes: 1375\n",
      "==============================================\n",
      "Session_id:  CS39_100\n",
      "Channel:  31\n",
      "Cell_id:  6\n",
      "Number of spikes: 1076\n",
      "==============================================\n",
      "Session_id:  CS39_100\n",
      "Channel:  32\n",
      "Cell_id:  7\n",
      "Number of spikes: 281\n",
      "==============================================\n",
      "Session_id:  CS39_100\n",
      "Channel:  32\n",
      "Cell_id:  7\n",
      "Number of spikes: 2590\n",
      "==============================================\n",
      "Session_id:  CS39_100\n",
      "Channel:  32\n",
      "Cell_id:  7\n",
      "Number of spikes: 1648\n",
      "==============================================\n",
      "Session_id:  CS39_100\n",
      "Channel:  49\n",
      "Cell_id:  8\n",
      "Number of spikes: 315\n",
      "==============================================\n",
      "Session_id:  CS39_100\n",
      "Channel:  49\n",
      "Cell_id:  8\n",
      "Number of spikes: 439\n",
      "==============================================\n",
      "Session_id:  CS39_100\n",
      "Channel:  49\n",
      "Cell_id:  8\n",
      "Number of spikes: 1687\n",
      "==============================================\n",
      "Session_id:  CS39_100\n",
      "Channel:  50\n",
      "Cell_id:  9\n",
      "Number of spikes: 1033\n",
      "==============================================\n",
      "Session_id:  CS39_100\n",
      "Channel:  50\n",
      "Cell_id:  9\n",
      "Number of spikes: 1583\n",
      "==============================================\n",
      "Session_id:  CS39_100\n",
      "Channel:  52\n",
      "Cell_id:  10\n",
      "Number of spikes: 1644\n",
      "==============================================\n",
      "Session_id:  CS39_100\n",
      "Channel:  52\n",
      "Cell_id:  10\n",
      "Number of spikes: 281\n",
      "==============================================\n",
      "Session_id:  CS39_100\n",
      "Channel:  52\n",
      "Cell_id:  10\n",
      "Number of spikes: 2134\n",
      "==============================================\n",
      "Session_id:  CS39_100\n",
      "Channel:  53\n",
      "Cell_id:  11\n",
      "Number of spikes: 313\n",
      "==============================================\n",
      "Session_id:  CS39_100\n",
      "Channel:  53\n",
      "Cell_id:  11\n",
      "Number of spikes: 420\n",
      "==============================================\n",
      "Session_id:  CS39_100\n",
      "Channel:  53\n",
      "Cell_id:  11\n",
      "Number of spikes: 693\n",
      "==============================================\n",
      "Session_id:  CS39_100\n",
      "Channel:  53\n",
      "Cell_id:  11\n",
      "Number of spikes: 2265\n",
      "==============================================\n",
      "Session_id:  CS39_100\n",
      "Channel:  54\n",
      "Cell_id:  12\n",
      "Number of spikes: 3709\n",
      "==============================================\n",
      "Session_id:  CS39_100\n",
      "Channel:  54\n",
      "Cell_id:  12\n",
      "Number of spikes: 320\n",
      "==============================================\n",
      "Session_id:  CS39_100\n",
      "Channel:  55\n",
      "Cell_id:  13\n",
      "Number of spikes: 332\n",
      "==============================================\n",
      "Session_id:  CS39_100\n",
      "Channel:  55\n",
      "Cell_id:  13\n",
      "Number of spikes: 3313\n",
      "==============================================\n",
      "Session_id:  CS39_100\n",
      "Channel:  56\n",
      "Cell_id:  14\n",
      "Number of spikes: 4803\n",
      "==============================================\n",
      "Session_id:  CS39_100\n",
      "Channel:  56\n",
      "Cell_id:  14\n",
      "Number of spikes: 1500\n",
      "==============================================\n",
      "Session_id:  CS39_100\n",
      "Channel:  60\n",
      "Cell_id:  15\n",
      "Number of spikes: 713\n",
      "==============================================\n",
      "Session_id:  CS39_100\n",
      "Channel:  60\n",
      "Cell_id:  15\n",
      "Number of spikes: 8486\n",
      "Processing..:  CS39_100  17   1533\n",
      "Processing..:  CS39_100  17   1657\n",
      "Processing..:  CS39_100  17   1660\n",
      "Processing..:  CS39_100  17   1677\n",
      "Processing..:  CS39_100  17   1718\n",
      "Processing..:  CS39_100  25   1047\n",
      "Processing..:  CS39_100  25   1123\n",
      "Processing..:  CS39_100  26   744\n",
      "Processing..:  CS39_100  27   1655\n",
      "Processing..:  CS39_100  27   1663\n",
      "Processing..:  CS39_100  28   1525\n",
      "Processing..:  CS39_100  28   1544\n",
      "Processing..:  CS39_100  30   1409\n",
      "Processing..:  CS39_100  30   1424\n",
      "Processing..:  CS39_100  30   1444\n",
      "Processing..:  CS39_100  30   1470\n",
      "Processing..:  CS39_100  30   1482\n",
      "Processing..:  CS39_100  31   660\n",
      "Processing..:  CS39_100  31   662\n",
      "Processing..:  CS39_100  32   925\n",
      "Processing..:  CS39_100  32   948\n",
      "Processing..:  CS39_100  32   1081\n",
      "Processing..:  CS39_100  49   820\n",
      "Processing..:  CS39_100  49   1069\n",
      "Processing..:  CS39_100  49   1083\n",
      "Processing..:  CS39_100  50   1874\n",
      "Processing..:  CS39_100  50   1996\n",
      "Processing..:  CS39_100  52   1632\n",
      "Processing..:  CS39_100  52   1666\n",
      "Processing..:  CS39_100  52   1739\n",
      "Processing..:  CS39_100  53   881\n",
      "Processing..:  CS39_100  53   1026\n",
      "Processing..:  CS39_100  53   1034\n",
      "Processing..:  CS39_100  53   1084\n",
      "Processing..:  CS39_100  54   1730\n",
      "Processing..:  CS39_100  54   1739\n",
      "Processing..:  CS39_100  55   2224\n",
      "Processing..:  CS39_100  55   2264\n",
      "Processing..:  CS39_100  56   1988\n",
      "Processing..:  CS39_100  56   1992\n",
      "Processing..:  CS39_100  60   1335\n",
      "Processing..:  CS39_100  60   1383\n",
      "==============================================\n",
      "Session_id:  CS40_101\n",
      "Channel:  17\n",
      "Cell_id:  0\n",
      "Number of spikes: 5445\n",
      "==============================================\n",
      "Session_id:  CS40_101\n",
      "Channel:  19\n",
      "Cell_id:  1\n",
      "Number of spikes: 4240\n",
      "==============================================\n",
      "Session_id:  CS40_101\n",
      "Channel:  20\n",
      "Cell_id:  2\n",
      "Number of spikes: 481\n",
      "==============================================\n",
      "Session_id:  CS40_101\n",
      "Channel:  20\n",
      "Cell_id:  2\n",
      "Number of spikes: 4267\n",
      "==============================================\n",
      "Session_id:  CS40_101\n",
      "Channel:  21\n",
      "Cell_id:  3\n",
      "Number of spikes: 836\n",
      "==============================================\n",
      "Session_id:  CS40_101\n",
      "Channel:  21\n",
      "Cell_id:  3\n",
      "Number of spikes: 11808\n",
      "==============================================\n",
      "Session_id:  CS40_101\n",
      "Channel:  22\n",
      "Cell_id:  4\n",
      "Number of spikes: 2643\n",
      "==============================================\n",
      "Session_id:  CS40_101\n",
      "Channel:  26\n",
      "Cell_id:  5\n",
      "Number of spikes: 3535\n",
      "==============================================\n",
      "Session_id:  CS40_101\n",
      "Channel:  29\n",
      "Cell_id:  6\n",
      "Number of spikes: 1988\n",
      "==============================================\n",
      "Session_id:  CS40_101\n",
      "Channel:  29\n",
      "Cell_id:  6\n",
      "Number of spikes: 13794\n",
      "==============================================\n",
      "Session_id:  CS40_101\n",
      "Channel:  29\n",
      "Cell_id:  6\n",
      "Number of spikes: 5401\n",
      "==============================================\n",
      "Session_id:  CS40_101\n",
      "Channel:  31\n",
      "Cell_id:  7\n",
      "Number of spikes: 5225\n",
      "==============================================\n",
      "Session_id:  CS40_101\n",
      "Channel:  60\n",
      "Cell_id:  8\n",
      "Number of spikes: 5435\n",
      "==============================================\n",
      "Session_id:  CS40_101\n",
      "Channel:  64\n",
      "Cell_id:  9\n",
      "Number of spikes: 3226\n",
      "Processing..:  CS40_101  17   1501\n",
      "Processing..:  CS40_101  19   1544\n",
      "Processing..:  CS40_101  20   1714\n",
      "Processing..:  CS40_101  20   1725\n",
      "Processing..:  CS40_101  21   2423\n",
      "Processing..:  CS40_101  21   2563\n",
      "Processing..:  CS40_101  22   1372\n",
      "Processing..:  CS40_101  26   3208\n",
      "Processing..:  CS40_101  29   2078\n",
      "Processing..:  CS40_101  29   2083\n",
      "Processing..:  CS40_101  29   2088\n",
      "Processing..:  CS40_101  31   1258\n",
      "Processing..:  CS40_101  60   2102\n",
      "Processing..:  CS40_101  64   578\n",
      "==============================================\n",
      "Session_id:  CS38_102\n",
      "Channel:  3\n",
      "Cell_id:  0\n",
      "Number of spikes: 1805\n",
      "==============================================\n",
      "Session_id:  CS38_102\n",
      "Channel:  9\n",
      "Cell_id:  1\n",
      "Number of spikes: 734\n",
      "==============================================\n",
      "Session_id:  CS38_102\n",
      "Channel:  9\n",
      "Cell_id:  1\n",
      "Number of spikes: 4431\n",
      "==============================================\n",
      "Session_id:  CS38_102\n",
      "Channel:  9\n",
      "Cell_id:  1\n",
      "Number of spikes: 7303\n",
      "==============================================\n",
      "Session_id:  CS38_102\n",
      "Channel:  33\n",
      "Cell_id:  2\n",
      "Number of spikes: 2909\n",
      "==============================================\n",
      "Session_id:  CS38_102\n",
      "Channel:  33\n",
      "Cell_id:  2\n",
      "Number of spikes: 4228\n",
      "==============================================\n",
      "Session_id:  CS38_102\n",
      "Channel:  34\n",
      "Cell_id:  3\n",
      "Number of spikes: 5656\n",
      "==============================================\n",
      "Session_id:  CS38_102\n",
      "Channel:  35\n",
      "Cell_id:  4\n",
      "Number of spikes: 872\n",
      "==============================================\n",
      "Session_id:  CS38_102\n",
      "Channel:  35\n",
      "Cell_id:  4\n",
      "Number of spikes: 3281\n",
      "==============================================\n",
      "Session_id:  CS38_102\n",
      "Channel:  35\n",
      "Cell_id:  4\n",
      "Number of spikes: 661\n",
      "==============================================\n",
      "Session_id:  CS38_102\n",
      "Channel:  36\n",
      "Cell_id:  5\n",
      "Number of spikes: 1813\n",
      "==============================================\n",
      "Session_id:  CS38_102\n",
      "Channel:  37\n",
      "Cell_id:  6\n",
      "Number of spikes: 2340\n",
      "==============================================\n",
      "Session_id:  CS38_102\n",
      "Channel:  37\n",
      "Cell_id:  6\n",
      "Number of spikes: 2861\n",
      "==============================================\n",
      "Session_id:  CS38_102\n",
      "Channel:  38\n",
      "Cell_id:  7\n",
      "Number of spikes: 2609\n",
      "==============================================\n",
      "Session_id:  CS38_102\n",
      "Channel:  38\n",
      "Cell_id:  7\n",
      "Number of spikes: 898\n",
      "==============================================\n",
      "Session_id:  CS38_102\n",
      "Channel:  38\n",
      "Cell_id:  7\n",
      "Number of spikes: 369\n",
      "==============================================\n",
      "Session_id:  CS38_102\n",
      "Channel:  40\n",
      "Cell_id:  8\n",
      "Number of spikes: 1716\n",
      "==============================================\n",
      "Session_id:  CS38_102\n",
      "Channel:  40\n",
      "Cell_id:  8\n",
      "Number of spikes: 10283\n",
      "==============================================\n",
      "Session_id:  CS38_102\n",
      "Channel:  41\n",
      "Cell_id:  9\n",
      "Number of spikes: 246\n",
      "==============================================\n",
      "Session_id:  CS38_102\n",
      "Channel:  41\n",
      "Cell_id:  9\n",
      "Number of spikes: 241\n",
      "==============================================\n",
      "Session_id:  CS38_102\n",
      "Channel:  41\n",
      "Cell_id:  9\n",
      "Number of spikes: 5580\n",
      "==============================================\n",
      "Session_id:  CS38_102\n",
      "Channel:  42\n",
      "Cell_id:  10\n",
      "Number of spikes: 2971\n",
      "==============================================\n",
      "Session_id:  CS38_102\n",
      "Channel:  43\n",
      "Cell_id:  11\n",
      "Number of spikes: 397\n",
      "==============================================\n",
      "Session_id:  CS38_102\n",
      "Channel:  43\n",
      "Cell_id:  11\n",
      "Number of spikes: 1842\n",
      "==============================================\n",
      "Session_id:  CS38_102\n",
      "Channel:  43\n",
      "Cell_id:  11\n",
      "Number of spikes: 1018\n",
      "==============================================\n",
      "Session_id:  CS38_102\n",
      "Channel:  43\n",
      "Cell_id:  11\n",
      "Number of spikes: 6777\n",
      "==============================================\n",
      "Session_id:  CS38_102\n",
      "Channel:  44\n",
      "Cell_id:  12\n",
      "Number of spikes: 1863\n",
      "==============================================\n",
      "Session_id:  CS38_102\n",
      "Channel:  44\n",
      "Cell_id:  12\n",
      "Number of spikes: 3097\n",
      "==============================================\n",
      "Session_id:  CS38_102\n",
      "Channel:  44\n",
      "Cell_id:  12\n",
      "Number of spikes: 5785\n",
      "==============================================\n",
      "Session_id:  CS38_102\n",
      "Channel:  45\n",
      "Cell_id:  13\n",
      "Number of spikes: 279\n",
      "==============================================\n",
      "Session_id:  CS38_102\n",
      "Channel:  45\n",
      "Cell_id:  13\n",
      "Number of spikes: 553\n",
      "==============================================\n",
      "Session_id:  CS38_102\n",
      "Channel:  45\n",
      "Cell_id:  13\n",
      "Number of spikes: 1581\n",
      "==============================================\n",
      "Session_id:  CS38_102\n",
      "Channel:  45\n",
      "Cell_id:  13\n",
      "Number of spikes: 452\n",
      "==============================================\n",
      "Session_id:  CS38_102\n",
      "Channel:  46\n",
      "Cell_id:  14\n",
      "Number of spikes: 728\n",
      "==============================================\n",
      "Session_id:  CS38_102\n",
      "Channel:  46\n",
      "Cell_id:  14\n",
      "Number of spikes: 14742\n",
      "==============================================\n",
      "Session_id:  CS38_102\n",
      "Channel:  46\n",
      "Cell_id:  14\n",
      "Number of spikes: 761\n",
      "==============================================\n",
      "Session_id:  CS38_102\n",
      "Channel:  46\n",
      "Cell_id:  14\n",
      "Number of spikes: 1039\n",
      "==============================================\n",
      "Session_id:  CS38_102\n",
      "Channel:  47\n",
      "Cell_id:  15\n",
      "Number of spikes: 655\n",
      "==============================================\n",
      "Session_id:  CS38_102\n",
      "Channel:  47\n",
      "Cell_id:  15\n",
      "Number of spikes: 299\n",
      "==============================================\n",
      "Session_id:  CS38_102\n",
      "Channel:  47\n",
      "Cell_id:  15\n",
      "Number of spikes: 162\n",
      "==============================================\n",
      "Session_id:  CS38_102\n",
      "Channel:  47\n",
      "Cell_id:  15\n",
      "Number of spikes: 551\n",
      "==============================================\n",
      "Session_id:  CS38_102\n",
      "Channel:  47\n",
      "Cell_id:  15\n",
      "Number of spikes: 316\n",
      "==============================================\n",
      "Session_id:  CS38_102\n",
      "Channel:  48\n",
      "Cell_id:  16\n",
      "Number of spikes: 5412\n",
      "==============================================\n",
      "Session_id:  CS38_102\n",
      "Channel:  48\n",
      "Cell_id:  16\n",
      "Number of spikes: 1444\n",
      "Processing..:  CS38_102  3   480\n",
      "Processing..:  CS38_102  9   2098\n",
      "Processing..:  CS38_102  9   2101\n",
      "Processing..:  CS38_102  9   2156\n",
      "Processing..:  CS38_102  33   1008\n",
      "Processing..:  CS38_102  33   1016\n",
      "Processing..:  CS38_102  34   887\n",
      "Processing..:  CS38_102  35   2525\n",
      "Processing..:  CS38_102  35   2532\n",
      "Processing..:  CS38_102  35   2535\n",
      "Processing..:  CS38_102  36   621\n",
      "Processing..:  CS38_102  37   993\n",
      "Processing..:  CS38_102  37   995\n",
      "Processing..:  CS38_102  38   757\n",
      "Processing..:  CS38_102  38   762\n",
      "Processing..:  CS38_102  38   769\n",
      "Processing..:  CS38_102  40   1928\n",
      "Processing..:  CS38_102  40   1985\n",
      "Processing..:  CS38_102  41   842\n",
      "Processing..:  CS38_102  41   1019\n",
      "Processing..:  CS38_102  41   1257\n",
      "Processing..:  CS38_102  42   934\n",
      "Processing..:  CS38_102  43   2731\n",
      "Processing..:  CS38_102  43   2752\n",
      "Processing..:  CS38_102  43   2796\n",
      "Processing..:  CS38_102  43   2808\n",
      "Processing..:  CS38_102  44   2295\n",
      "Processing..:  CS38_102  44   2298\n",
      "Processing..:  CS38_102  44   2306\n",
      "Processing..:  CS38_102  45   1862\n",
      "Processing..:  CS38_102  45   1940\n",
      "Processing..:  CS38_102  45   2166\n",
      "Processing..:  CS38_102  45   2191\n",
      "Processing..:  CS38_102  46   1928\n",
      "Processing..:  CS38_102  46   2089\n",
      "Processing..:  CS38_102  46   2109\n",
      "Processing..:  CS38_102  46   2127\n",
      "Processing..:  CS38_102  47   265\n",
      "Processing..:  CS38_102  47   500\n",
      "Processing..:  CS38_102  47   568\n",
      "Processing..:  CS38_102  47   630\n",
      "Processing..:  CS38_102  47   652\n",
      "Processing..:  CS38_102  48   1542\n",
      "Processing..:  CS38_102  48   1554\n",
      "==============================================\n",
      "Session_id:  H51_104\n",
      "Channel:  14\n",
      "Cell_id:  0\n",
      "Number of spikes: 474\n",
      "==============================================\n",
      "Session_id:  H51_104\n",
      "Channel:  14\n",
      "Cell_id:  0\n",
      "Number of spikes: 555\n",
      "==============================================\n",
      "Session_id:  H51_104\n",
      "Channel:  26\n",
      "Cell_id:  1\n",
      "Number of spikes: 218\n",
      "==============================================\n",
      "Session_id:  H51_104\n",
      "Channel:  26\n",
      "Cell_id:  1\n",
      "Number of spikes: 598\n",
      "==============================================\n",
      "Session_id:  H51_104\n",
      "Channel:  26\n",
      "Cell_id:  1\n",
      "Number of spikes: 1038\n",
      "==============================================\n",
      "Session_id:  H51_104\n",
      "Channel:  27\n",
      "Cell_id:  2\n",
      "Number of spikes: 1458\n",
      "==============================================\n",
      "Session_id:  H51_104\n",
      "Channel:  27\n",
      "Cell_id:  2\n",
      "Number of spikes: 1961\n",
      "==============================================\n",
      "Session_id:  H51_104\n",
      "Channel:  28\n",
      "Cell_id:  3\n",
      "Number of spikes: 393\n",
      "==============================================\n",
      "Session_id:  H51_104\n",
      "Channel:  28\n",
      "Cell_id:  3\n",
      "Number of spikes: 3693\n",
      "==============================================\n",
      "Session_id:  H51_104\n",
      "Channel:  29\n",
      "Cell_id:  4\n",
      "Number of spikes: 171\n",
      "==============================================\n",
      "Session_id:  H51_104\n",
      "Channel:  29\n",
      "Cell_id:  4\n",
      "Number of spikes: 1090\n",
      "==============================================\n",
      "Session_id:  H51_104\n",
      "Channel:  29\n",
      "Cell_id:  4\n",
      "Number of spikes: 1787\n",
      "==============================================\n",
      "Session_id:  H51_104\n",
      "Channel:  31\n",
      "Cell_id:  5\n",
      "Number of spikes: 736\n",
      "==============================================\n",
      "Session_id:  H51_104\n",
      "Channel:  32\n",
      "Cell_id:  6\n",
      "Number of spikes: 1036\n",
      "==============================================\n",
      "Session_id:  H51_104\n",
      "Channel:  41\n",
      "Cell_id:  7\n",
      "Number of spikes: 192\n",
      "==============================================\n",
      "Session_id:  H51_104\n",
      "Channel:  41\n",
      "Cell_id:  7\n",
      "Number of spikes: 1052\n",
      "==============================================\n",
      "Session_id:  H51_104\n",
      "Channel:  41\n",
      "Cell_id:  7\n",
      "Number of spikes: 2163\n",
      "==============================================\n",
      "Session_id:  H51_104\n",
      "Channel:  43\n",
      "Cell_id:  8\n",
      "Number of spikes: 5690\n",
      "==============================================\n",
      "Session_id:  H51_104\n",
      "Channel:  43\n",
      "Cell_id:  8\n",
      "Number of spikes: 4253\n",
      "==============================================\n",
      "Session_id:  H51_104\n",
      "Channel:  44\n",
      "Cell_id:  9\n",
      "Number of spikes: 6147\n",
      "==============================================\n",
      "Session_id:  H51_104\n",
      "Channel:  45\n",
      "Cell_id:  10\n",
      "Number of spikes: 4816\n",
      "==============================================\n",
      "Session_id:  H51_104\n",
      "Channel:  45\n",
      "Cell_id:  10\n",
      "Number of spikes: 1595\n",
      "==============================================\n",
      "Session_id:  H51_104\n",
      "Channel:  46\n",
      "Cell_id:  11\n",
      "Number of spikes: 1694\n",
      "==============================================\n",
      "Session_id:  H51_104\n",
      "Channel:  46\n",
      "Cell_id:  11\n",
      "Number of spikes: 3426\n",
      "==============================================\n",
      "Session_id:  H51_104\n",
      "Channel:  46\n",
      "Cell_id:  11\n",
      "Number of spikes: 2130\n",
      "==============================================\n",
      "Session_id:  H51_104\n",
      "Channel:  47\n",
      "Cell_id:  12\n",
      "Number of spikes: 279\n",
      "==============================================\n",
      "Session_id:  H51_104\n",
      "Channel:  47\n",
      "Cell_id:  12\n",
      "Number of spikes: 1762\n",
      "==============================================\n",
      "Session_id:  H51_104\n",
      "Channel:  48\n",
      "Cell_id:  13\n",
      "Number of spikes: 580\n",
      "==============================================\n",
      "Session_id:  H51_104\n",
      "Channel:  48\n",
      "Cell_id:  13\n",
      "Number of spikes: 2798\n",
      "==============================================\n",
      "Session_id:  H51_104\n",
      "Channel:  48\n",
      "Cell_id:  13\n",
      "Number of spikes: 5156\n",
      "==============================================\n",
      "Session_id:  H51_104\n",
      "Channel:  58\n",
      "Cell_id:  14\n",
      "Number of spikes: 636\n",
      "==============================================\n",
      "Session_id:  H51_104\n",
      "Channel:  58\n",
      "Cell_id:  14\n",
      "Number of spikes: 443\n",
      "==============================================\n",
      "Session_id:  H51_104\n",
      "Channel:  59\n",
      "Cell_id:  15\n",
      "Number of spikes: 339\n",
      "==============================================\n",
      "Session_id:  H51_104\n",
      "Channel:  59\n",
      "Cell_id:  15\n",
      "Number of spikes: 6984\n",
      "==============================================\n",
      "Session_id:  H51_104\n",
      "Channel:  61\n",
      "Cell_id:  16\n",
      "Number of spikes: 344\n",
      "==============================================\n",
      "Session_id:  H51_104\n",
      "Channel:  61\n",
      "Cell_id:  16\n",
      "Number of spikes: 251\n",
      "==============================================\n",
      "Session_id:  H51_104\n",
      "Channel:  61\n",
      "Cell_id:  16\n",
      "Number of spikes: 706\n",
      "==============================================\n",
      "Session_id:  H51_104\n",
      "Channel:  61\n",
      "Cell_id:  16\n",
      "Number of spikes: 534\n",
      "==============================================\n",
      "Session_id:  H51_104\n",
      "Channel:  62\n",
      "Cell_id:  17\n",
      "Number of spikes: 179\n",
      "==============================================\n",
      "Session_id:  H51_104\n",
      "Channel:  62\n",
      "Cell_id:  17\n",
      "Number of spikes: 160\n",
      "==============================================\n",
      "Session_id:  H51_104\n",
      "Channel:  62\n",
      "Cell_id:  17\n",
      "Number of spikes: 4087\n",
      "==============================================\n",
      "Session_id:  H51_104\n",
      "Channel:  64\n",
      "Cell_id:  18\n",
      "Number of spikes: 1518\n",
      "Processing..:  H51_104  14   487\n",
      "Processing..:  H51_104  14   492\n",
      "Processing..:  H51_104  26   670\n",
      "Processing..:  H51_104  26   846\n",
      "Processing..:  H51_104  26   883\n",
      "Processing..:  H51_104  27   900\n",
      "Processing..:  H51_104  27   996\n",
      "Processing..:  H51_104  28   1220\n",
      "Processing..:  H51_104  28   1241\n",
      "Processing..:  H51_104  29   1448\n",
      "Processing..:  H51_104  29   1518\n",
      "Processing..:  H51_104  29   1620\n",
      "Processing..:  H51_104  31   760\n",
      "Processing..:  H51_104  32   648\n",
      "Processing..:  H51_104  41   1901\n",
      "Processing..:  H51_104  41   1933\n",
      "Processing..:  H51_104  41   1951\n",
      "Processing..:  H51_104  43   1851\n",
      "Processing..:  H51_104  43   1856\n",
      "Processing..:  H51_104  44   1371\n",
      "Processing..:  H51_104  45   2143\n",
      "Processing..:  H51_104  45   2360\n",
      "Processing..:  H51_104  46   2451\n",
      "Processing..:  H51_104  46   2454\n",
      "Processing..:  H51_104  46   2488\n",
      "Processing..:  H51_104  47   1035\n",
      "Processing..:  H51_104  47   2758\n",
      "Processing..:  H51_104  48   2388\n",
      "Processing..:  H51_104  48   2689\n",
      "Processing..:  H51_104  48   2696\n",
      "Processing..:  H51_104  58   1081\n",
      "Processing..:  H51_104  58   1091\n",
      "Processing..:  H51_104  59   1685\n",
      "Processing..:  H51_104  59   1791\n",
      "Processing..:  H51_104  61   595\n",
      "Processing..:  H51_104  61   668\n",
      "Processing..:  H51_104  61   696\n",
      "Processing..:  H51_104  61   705\n",
      "Processing..:  H51_104  62   382\n",
      "Processing..:  H51_104  62   1049\n",
      "Processing..:  H51_104  62   1138\n",
      "Processing..:  H51_104  64   1093\n",
      "==============================================\n",
      "Session_id:  H51_105\n",
      "Channel:  14\n",
      "Cell_id:  0\n",
      "Number of spikes: 564\n",
      "==============================================\n",
      "Session_id:  H51_105\n",
      "Channel:  14\n",
      "Cell_id:  0\n",
      "Number of spikes: 1262\n",
      "==============================================\n",
      "Session_id:  H51_105\n",
      "Channel:  26\n",
      "Cell_id:  1\n",
      "Number of spikes: 2138\n",
      "==============================================\n",
      "Session_id:  H51_105\n",
      "Channel:  27\n",
      "Cell_id:  2\n",
      "Number of spikes: 306\n",
      "==============================================\n",
      "Session_id:  H51_105\n",
      "Channel:  27\n",
      "Cell_id:  2\n",
      "Number of spikes: 4134\n",
      "==============================================\n",
      "Session_id:  H51_105\n",
      "Channel:  28\n",
      "Cell_id:  3\n",
      "Number of spikes: 386\n",
      "==============================================\n",
      "Session_id:  H51_105\n",
      "Channel:  28\n",
      "Cell_id:  3\n",
      "Number of spikes: 295\n",
      "==============================================\n",
      "Session_id:  H51_105\n",
      "Channel:  28\n",
      "Cell_id:  3\n",
      "Number of spikes: 1773\n",
      "==============================================\n",
      "Session_id:  H51_105\n",
      "Channel:  29\n",
      "Cell_id:  4\n",
      "Number of spikes: 859\n",
      "==============================================\n",
      "Session_id:  H51_105\n",
      "Channel:  32\n",
      "Cell_id:  5\n",
      "Number of spikes: 3035\n",
      "==============================================\n",
      "Session_id:  H51_105\n",
      "Channel:  41\n",
      "Cell_id:  6\n",
      "Number of spikes: 1077\n",
      "==============================================\n",
      "Session_id:  H51_105\n",
      "Channel:  41\n",
      "Cell_id:  6\n",
      "Number of spikes: 3014\n",
      "==============================================\n",
      "Session_id:  H51_105\n",
      "Channel:  42\n",
      "Cell_id:  7\n",
      "Number of spikes: 1801\n",
      "==============================================\n",
      "Session_id:  H51_105\n",
      "Channel:  42\n",
      "Cell_id:  7\n",
      "Number of spikes: 1314\n",
      "==============================================\n",
      "Session_id:  H51_105\n",
      "Channel:  42\n",
      "Cell_id:  7\n",
      "Number of spikes: 912\n",
      "==============================================\n",
      "Session_id:  H51_105\n",
      "Channel:  42\n",
      "Cell_id:  7\n",
      "Number of spikes: 8729\n",
      "==============================================\n",
      "Session_id:  H51_105\n",
      "Channel:  43\n",
      "Cell_id:  8\n",
      "Number of spikes: 2749\n",
      "==============================================\n",
      "Session_id:  H51_105\n",
      "Channel:  43\n",
      "Cell_id:  8\n",
      "Number of spikes: 5961\n",
      "==============================================\n",
      "Session_id:  H51_105\n",
      "Channel:  45\n",
      "Cell_id:  9\n",
      "Number of spikes: 1119\n",
      "==============================================\n",
      "Session_id:  H51_105\n",
      "Channel:  46\n",
      "Cell_id:  10\n",
      "Number of spikes: 205\n",
      "==============================================\n",
      "Session_id:  H51_105\n",
      "Channel:  46\n",
      "Cell_id:  10\n",
      "Number of spikes: 1305\n",
      "==============================================\n",
      "Session_id:  H51_105\n",
      "Channel:  46\n",
      "Cell_id:  10\n",
      "Number of spikes: 4770\n",
      "==============================================\n",
      "Session_id:  H51_105\n",
      "Channel:  47\n",
      "Cell_id:  11\n",
      "Number of spikes: 206\n",
      "==============================================\n",
      "Session_id:  H51_105\n",
      "Channel:  47\n",
      "Cell_id:  11\n",
      "Number of spikes: 3480\n",
      "==============================================\n",
      "Session_id:  H51_105\n",
      "Channel:  48\n",
      "Cell_id:  12\n",
      "Number of spikes: 426\n",
      "==============================================\n",
      "Session_id:  H51_105\n",
      "Channel:  48\n",
      "Cell_id:  12\n",
      "Number of spikes: 2610\n",
      "==============================================\n",
      "Session_id:  H51_105\n",
      "Channel:  48\n",
      "Cell_id:  12\n",
      "Number of spikes: 1765\n",
      "==============================================\n",
      "Session_id:  H51_105\n",
      "Channel:  57\n",
      "Cell_id:  13\n",
      "Number of spikes: 846\n",
      "==============================================\n",
      "Session_id:  H51_105\n",
      "Channel:  57\n",
      "Cell_id:  13\n",
      "Number of spikes: 403\n",
      "==============================================\n",
      "Session_id:  H51_105\n",
      "Channel:  59\n",
      "Cell_id:  14\n",
      "Number of spikes: 255\n",
      "==============================================\n",
      "Session_id:  H51_105\n",
      "Channel:  59\n",
      "Cell_id:  14\n",
      "Number of spikes: 1286\n",
      "==============================================\n",
      "Session_id:  H51_105\n",
      "Channel:  59\n",
      "Cell_id:  14\n",
      "Number of spikes: 269\n",
      "==============================================\n",
      "Session_id:  H51_105\n",
      "Channel:  59\n",
      "Cell_id:  14\n",
      "Number of spikes: 4284\n",
      "==============================================\n",
      "Session_id:  H51_105\n",
      "Channel:  61\n",
      "Cell_id:  15\n",
      "Number of spikes: 272\n",
      "==============================================\n",
      "Session_id:  H51_105\n",
      "Channel:  61\n",
      "Cell_id:  15\n",
      "Number of spikes: 495\n",
      "==============================================\n",
      "Session_id:  H51_105\n",
      "Channel:  61\n",
      "Cell_id:  15\n",
      "Number of spikes: 2024\n",
      "==============================================\n",
      "Session_id:  H51_105\n",
      "Channel:  62\n",
      "Cell_id:  16\n",
      "Number of spikes: 1035\n",
      "==============================================\n",
      "Session_id:  H51_105\n",
      "Channel:  62\n",
      "Cell_id:  16\n",
      "Number of spikes: 261\n",
      "==============================================\n",
      "Session_id:  H51_105\n",
      "Channel:  63\n",
      "Cell_id:  17\n",
      "Number of spikes: 273\n",
      "==============================================\n",
      "Session_id:  H51_105\n",
      "Channel:  63\n",
      "Cell_id:  17\n",
      "Number of spikes: 1387\n",
      "==============================================\n",
      "Session_id:  H51_105\n",
      "Channel:  64\n",
      "Cell_id:  18\n",
      "Number of spikes: 326\n",
      "==============================================\n",
      "Session_id:  H51_105\n",
      "Channel:  64\n",
      "Cell_id:  18\n",
      "Number of spikes: 276\n",
      "==============================================\n",
      "Session_id:  H51_105\n",
      "Channel:  64\n",
      "Cell_id:  18\n",
      "Number of spikes: 301\n",
      "Processing..:  H51_105  14   1249\n",
      "Processing..:  H51_105  14   1290\n",
      "Processing..:  H51_105  26   949\n",
      "Processing..:  H51_105  27   1360\n",
      "Processing..:  H51_105  27   1383\n",
      "Processing..:  H51_105  28   860\n",
      "Processing..:  H51_105  28   1056\n",
      "Processing..:  H51_105  28   1068\n",
      "Processing..:  H51_105  29   1184\n",
      "Processing..:  H51_105  32   1105\n",
      "Processing..:  H51_105  41   1207\n",
      "Processing..:  H51_105  41   1210\n",
      "Processing..:  H51_105  42   2197\n",
      "Processing..:  H51_105  42   2292\n",
      "Processing..:  H51_105  42   2293\n",
      "Processing..:  H51_105  42   2313\n",
      "Processing..:  H51_105  43   1627\n",
      "Processing..:  H51_105  43   1680\n",
      "Processing..:  H51_105  45   2224\n",
      "Processing..:  H51_105  46   1430\n",
      "Processing..:  H51_105  46   1515\n",
      "Processing..:  H51_105  46   1590\n",
      "Processing..:  H51_105  47   2216\n",
      "Processing..:  H51_105  47   2256\n",
      "Processing..:  H51_105  48   920\n",
      "Processing..:  H51_105  48   1552\n",
      "Processing..:  H51_105  48   1557\n",
      "Processing..:  H51_105  57   639\n",
      "Processing..:  H51_105  57   799\n",
      "Processing..:  H51_105  59   1327\n",
      "Processing..:  H51_105  59   1735\n",
      "Processing..:  H51_105  59   1762\n",
      "Processing..:  H51_105  59   1912\n",
      "Processing..:  H51_105  61   1292\n",
      "Processing..:  H51_105  61   1307\n",
      "Processing..:  H51_105  61   1331\n",
      "Processing..:  H51_105  62   762\n",
      "Processing..:  H51_105  62   799\n",
      "Processing..:  H51_105  63   805\n",
      "Processing..:  H51_105  63   1228\n",
      "Processing..:  H51_105  64   809\n",
      "Processing..:  H51_105  64   924\n",
      "Processing..:  H51_105  64   1145\n",
      "==============================================\n",
      "Session_id:  CS42_111\n",
      "Channel:  49\n",
      "Cell_id:  0\n",
      "Number of spikes: 10938\n",
      "==============================================\n",
      "Session_id:  CS42_111\n",
      "Channel:  50\n",
      "Cell_id:  1\n",
      "Number of spikes: 860\n",
      "==============================================\n",
      "Session_id:  CS42_111\n",
      "Channel:  51\n",
      "Cell_id:  2\n",
      "Number of spikes: 2315\n",
      "==============================================\n",
      "Session_id:  CS42_111\n",
      "Channel:  51\n",
      "Cell_id:  2\n",
      "Number of spikes: 1016\n",
      "==============================================\n",
      "Session_id:  CS42_111\n",
      "Channel:  52\n",
      "Cell_id:  3\n",
      "Number of spikes: 1112\n",
      "==============================================\n",
      "Session_id:  CS42_111\n",
      "Channel:  52\n",
      "Cell_id:  3\n",
      "Number of spikes: 2388\n",
      "==============================================\n",
      "Session_id:  CS42_111\n",
      "Channel:  54\n",
      "Cell_id:  4\n",
      "Number of spikes: 5122\n",
      "==============================================\n",
      "Session_id:  CS42_111\n",
      "Channel:  54\n",
      "Cell_id:  4\n",
      "Number of spikes: 2751\n",
      "==============================================\n",
      "Session_id:  CS42_111\n",
      "Channel:  54\n",
      "Cell_id:  4\n",
      "Number of spikes: 946\n",
      "==============================================\n",
      "Session_id:  CS42_111\n",
      "Channel:  55\n",
      "Cell_id:  5\n",
      "Number of spikes: 1479\n",
      "==============================================\n",
      "Session_id:  CS42_111\n",
      "Channel:  56\n",
      "Cell_id:  6\n",
      "Number of spikes: 3615\n",
      "==============================================\n",
      "Session_id:  CS42_111\n",
      "Channel:  60\n",
      "Cell_id:  7\n",
      "Number of spikes: 3462\n",
      "==============================================\n",
      "Session_id:  CS42_111\n",
      "Channel:  61\n",
      "Cell_id:  8\n",
      "Number of spikes: 1258\n",
      "==============================================\n",
      "Session_id:  CS42_111\n",
      "Channel:  62\n",
      "Cell_id:  9\n",
      "Number of spikes: 464\n",
      "Processing..:  CS42_111  49   1889\n",
      "Processing..:  CS42_111  50   359\n",
      "Processing..:  CS42_111  51   717\n",
      "Processing..:  CS42_111  51   802\n",
      "Processing..:  CS42_111  52   649\n",
      "Processing..:  CS42_111  52   770\n",
      "Processing..:  CS42_111  54   1394\n",
      "Processing..:  CS42_111  54   1416\n",
      "Processing..:  CS42_111  54   1419\n",
      "Processing..:  CS42_111  55   386\n",
      "Processing..:  CS42_111  56   1058\n",
      "Processing..:  CS42_111  60   602\n",
      "Processing..:  CS42_111  61   391\n",
      "Processing..:  CS42_111  62   141\n",
      "==============================================\n",
      "Session_id:  CS42_112\n",
      "Channel:  49\n",
      "Cell_id:  0\n",
      "Number of spikes: 9123\n",
      "==============================================\n",
      "Session_id:  CS42_112\n",
      "Channel:  50\n",
      "Cell_id:  1\n",
      "Number of spikes: 1962\n",
      "==============================================\n",
      "Session_id:  CS42_112\n",
      "Channel:  51\n",
      "Cell_id:  2\n",
      "Number of spikes: 3872\n",
      "==============================================\n",
      "Session_id:  CS42_112\n",
      "Channel:  51\n",
      "Cell_id:  2\n",
      "Number of spikes: 2706\n",
      "==============================================\n",
      "Session_id:  CS42_112\n",
      "Channel:  52\n",
      "Cell_id:  3\n",
      "Number of spikes: 10650\n",
      "==============================================\n",
      "Session_id:  CS42_112\n",
      "Channel:  54\n",
      "Cell_id:  4\n",
      "Number of spikes: 3032\n",
      "==============================================\n",
      "Session_id:  CS42_112\n",
      "Channel:  54\n",
      "Cell_id:  4\n",
      "Number of spikes: 1570\n",
      "==============================================\n",
      "Session_id:  CS42_112\n",
      "Channel:  54\n",
      "Cell_id:  4\n",
      "Number of spikes: 4275\n",
      "==============================================\n",
      "Session_id:  CS42_112\n",
      "Channel:  56\n",
      "Cell_id:  5\n",
      "Number of spikes: 1206\n",
      "==============================================\n",
      "Session_id:  CS42_112\n",
      "Channel:  56\n",
      "Cell_id:  5\n",
      "Number of spikes: 1162\n",
      "==============================================\n",
      "Session_id:  CS42_112\n",
      "Channel:  56\n",
      "Cell_id:  5\n",
      "Number of spikes: 774\n",
      "==============================================\n",
      "Session_id:  CS42_112\n",
      "Channel:  60\n",
      "Cell_id:  6\n",
      "Number of spikes: 1490\n",
      "Processing..:  CS42_112  49   1739\n",
      "Processing..:  CS42_112  50   446\n",
      "Processing..:  CS42_112  51   1092\n",
      "Processing..:  CS42_112  51   1122\n",
      "Processing..:  CS42_112  52   1856\n",
      "Processing..:  CS42_112  54   970\n",
      "Processing..:  CS42_112  54   990\n",
      "Processing..:  CS42_112  54   996\n",
      "Processing..:  CS42_112  56   730\n",
      "Processing..:  CS42_112  56   771\n",
      "Processing..:  CS42_112  56   780\n",
      "Processing..:  CS42_112  60   372\n",
      "==============================================\n",
      "Session_id:  CS43_113\n",
      "Channel:  19\n",
      "Cell_id:  0\n",
      "Number of spikes: 354\n",
      "==============================================\n",
      "Session_id:  CS43_113\n",
      "Channel:  21\n",
      "Cell_id:  1\n",
      "Number of spikes: 51\n",
      "==============================================\n",
      "Session_id:  CS43_113\n",
      "Channel:  24\n",
      "Cell_id:  2\n",
      "Number of spikes: 188\n",
      "==============================================\n",
      "Session_id:  CS43_113\n",
      "Channel:  25\n",
      "Cell_id:  3\n",
      "Number of spikes: 1110\n",
      "==============================================\n",
      "Session_id:  CS43_113\n",
      "Channel:  29\n",
      "Cell_id:  4\n",
      "Number of spikes: 1087\n",
      "==============================================\n",
      "Session_id:  CS43_113\n",
      "Channel:  29\n",
      "Cell_id:  4\n",
      "Number of spikes: 9839\n",
      "==============================================\n",
      "Session_id:  CS43_113\n",
      "Channel:  53\n",
      "Cell_id:  5\n",
      "Number of spikes: 506\n",
      "==============================================\n",
      "Session_id:  CS43_113\n",
      "Channel:  57\n",
      "Cell_id:  6\n",
      "Number of spikes: 452\n",
      "==============================================\n",
      "Session_id:  CS43_113\n",
      "Channel:  58\n",
      "Cell_id:  7\n",
      "Number of spikes: 1254\n",
      "==============================================\n",
      "Session_id:  CS43_113\n",
      "Channel:  58\n",
      "Cell_id:  7\n",
      "Number of spikes: 13771\n",
      "==============================================\n",
      "Session_id:  CS43_113\n",
      "Channel:  59\n",
      "Cell_id:  8\n",
      "Number of spikes: 2344\n",
      "==============================================\n",
      "Session_id:  CS43_113\n",
      "Channel:  59\n",
      "Cell_id:  8\n",
      "Number of spikes: 6029\n",
      "==============================================\n",
      "Session_id:  CS43_113\n",
      "Channel:  60\n",
      "Cell_id:  9\n",
      "Number of spikes: 931\n",
      "==============================================\n",
      "Session_id:  CS43_113\n",
      "Channel:  61\n",
      "Cell_id:  10\n",
      "Number of spikes: 3133\n",
      "==============================================\n",
      "Session_id:  CS43_113\n",
      "Channel:  61\n",
      "Cell_id:  10\n",
      "Number of spikes: 15571\n",
      "==============================================\n",
      "Session_id:  CS43_113\n",
      "Channel:  62\n",
      "Cell_id:  11\n",
      "Number of spikes: 2280\n",
      "==============================================\n",
      "Session_id:  CS43_113\n",
      "Channel:  62\n",
      "Cell_id:  11\n",
      "Number of spikes: 14672\n",
      "==============================================\n",
      "Session_id:  CS43_113\n",
      "Channel:  63\n",
      "Cell_id:  12\n",
      "Number of spikes: 61\n",
      "==============================================\n",
      "Session_id:  CS43_113\n",
      "Channel:  63\n",
      "Cell_id:  12\n",
      "Number of spikes: 1477\n",
      "==============================================\n",
      "Session_id:  CS43_113\n",
      "Channel:  63\n",
      "Cell_id:  12\n",
      "Number of spikes: 19386\n",
      "==============================================\n",
      "Session_id:  CS43_113\n",
      "Channel:  64\n",
      "Cell_id:  13\n",
      "Number of spikes: 1672\n",
      "Processing..:  CS43_113  19   89\n",
      "Processing..:  CS43_113  21   41\n",
      "Processing..:  CS43_113  24   70\n",
      "Processing..:  CS43_113  25   235\n",
      "Processing..:  CS43_113  29   1453\n",
      "Processing..:  CS43_113  29   1562\n",
      "Processing..:  CS43_113  53   203\n",
      "Processing..:  CS43_113  57   152\n",
      "Processing..:  CS43_113  58   1469\n",
      "Processing..:  CS43_113  58   1487\n",
      "Processing..:  CS43_113  59   1148\n",
      "Processing..:  CS43_113  59   1168\n",
      "Processing..:  CS43_113  60   299\n",
      "Processing..:  CS43_113  61   1562\n",
      "Processing..:  CS43_113  61   1566\n",
      "Processing..:  CS43_113  62   1784\n",
      "Processing..:  CS43_113  62   1796\n",
      "Processing..:  CS43_113  63   1480\n",
      "Processing..:  CS43_113  63   1668\n",
      "Processing..:  CS43_113  63   1682\n",
      "Processing..:  CS43_113  64   404\n",
      "==============================================\n",
      "Session_id:  CS44_114\n",
      "Channel:  21\n",
      "Cell_id:  0\n",
      "Number of spikes: 1608\n",
      "==============================================\n",
      "Session_id:  CS44_114\n",
      "Channel:  31\n",
      "Cell_id:  1\n",
      "Number of spikes: 2040\n",
      "==============================================\n",
      "Session_id:  CS44_114\n",
      "Channel:  52\n",
      "Cell_id:  2\n",
      "Number of spikes: 595\n",
      "==============================================\n",
      "Session_id:  CS44_114\n",
      "Channel:  58\n",
      "Cell_id:  3\n",
      "Number of spikes: 715\n",
      "==============================================\n",
      "Session_id:  CS44_114\n",
      "Channel:  58\n",
      "Cell_id:  3\n",
      "Number of spikes: 1450\n",
      "==============================================\n",
      "Session_id:  CS44_114\n",
      "Channel:  59\n",
      "Cell_id:  4\n",
      "Number of spikes: 1376\n",
      "==============================================\n",
      "Session_id:  CS44_114\n",
      "Channel:  59\n",
      "Cell_id:  4\n",
      "Number of spikes: 905\n",
      "==============================================\n",
      "Session_id:  CS44_114\n",
      "Channel:  59\n",
      "Cell_id:  4\n",
      "Number of spikes: 1634\n",
      "==============================================\n",
      "Session_id:  CS44_114\n",
      "Channel:  59\n",
      "Cell_id:  4\n",
      "Number of spikes: 735\n",
      "==============================================\n",
      "Session_id:  CS44_114\n",
      "Channel:  60\n",
      "Cell_id:  5\n",
      "Number of spikes: 665\n",
      "==============================================\n",
      "Session_id:  CS44_114\n",
      "Channel:  60\n",
      "Cell_id:  5\n",
      "Number of spikes: 5705\n",
      "==============================================\n",
      "Session_id:  CS44_114\n",
      "Channel:  61\n",
      "Cell_id:  6\n",
      "Number of spikes: 828\n",
      "==============================================\n",
      "Session_id:  CS44_114\n",
      "Channel:  61\n",
      "Cell_id:  6\n",
      "Number of spikes: 2463\n",
      "==============================================\n",
      "Session_id:  CS44_114\n",
      "Channel:  62\n",
      "Cell_id:  7\n",
      "Number of spikes: 5743\n",
      "==============================================\n",
      "Session_id:  CS44_114\n",
      "Channel:  64\n",
      "Cell_id:  8\n",
      "Number of spikes: 1596\n",
      "Processing..:  CS44_114  21   382\n",
      "Processing..:  CS44_114  31   623\n",
      "Processing..:  CS44_114  52   274\n",
      "Processing..:  CS44_114  58   413\n",
      "Processing..:  CS44_114  58   422\n",
      "Processing..:  CS44_114  59   758\n",
      "Processing..:  CS44_114  59   821\n",
      "Processing..:  CS44_114  59   834\n",
      "Processing..:  CS44_114  59   855\n",
      "Processing..:  CS44_114  60   1197\n",
      "Processing..:  CS44_114  60   1293\n",
      "Processing..:  CS44_114  61   761\n",
      "Processing..:  CS44_114  61   832\n",
      "Processing..:  CS44_114  62   999\n",
      "Processing..:  CS44_114  64   563\n",
      "==============================================\n",
      "Session_id:  CS47_115\n",
      "Channel:  17\n",
      "Cell_id:  0\n",
      "Number of spikes: 1855\n",
      "==============================================\n",
      "Session_id:  CS47_115\n",
      "Channel:  18\n",
      "Cell_id:  1\n",
      "Number of spikes: 185\n",
      "==============================================\n",
      "Session_id:  CS47_115\n",
      "Channel:  18\n",
      "Cell_id:  1\n",
      "Number of spikes: 4845\n",
      "==============================================\n",
      "Session_id:  CS47_115\n",
      "Channel:  18\n",
      "Cell_id:  1\n",
      "Number of spikes: 936\n",
      "==============================================\n",
      "Session_id:  CS47_115\n",
      "Channel:  19\n",
      "Cell_id:  2\n",
      "Number of spikes: 5156\n",
      "==============================================\n",
      "Session_id:  CS47_115\n",
      "Channel:  19\n",
      "Cell_id:  2\n",
      "Number of spikes: 1261\n",
      "==============================================\n",
      "Session_id:  CS47_115\n",
      "Channel:  19\n",
      "Cell_id:  2\n",
      "Number of spikes: 656\n",
      "==============================================\n",
      "Session_id:  CS47_115\n",
      "Channel:  20\n",
      "Cell_id:  3\n",
      "Number of spikes: 1136\n",
      "==============================================\n",
      "Session_id:  CS47_115\n",
      "Channel:  20\n",
      "Cell_id:  3\n",
      "Number of spikes: 3044\n",
      "==============================================\n",
      "Session_id:  CS47_115\n",
      "Channel:  20\n",
      "Cell_id:  3\n",
      "Number of spikes: 768\n",
      "==============================================\n",
      "Session_id:  CS47_115\n",
      "Channel:  21\n",
      "Cell_id:  4\n",
      "Number of spikes: 1365\n",
      "==============================================\n",
      "Session_id:  CS47_115\n",
      "Channel:  21\n",
      "Cell_id:  4\n",
      "Number of spikes: 1399\n",
      "==============================================\n",
      "Session_id:  CS47_115\n",
      "Channel:  21\n",
      "Cell_id:  4\n",
      "Number of spikes: 2338\n",
      "==============================================\n",
      "Session_id:  CS47_115\n",
      "Channel:  22\n",
      "Cell_id:  5\n",
      "Number of spikes: 4964\n",
      "==============================================\n",
      "Session_id:  CS47_115\n",
      "Channel:  22\n",
      "Cell_id:  5\n",
      "Number of spikes: 4466\n",
      "==============================================\n",
      "Session_id:  CS47_115\n",
      "Channel:  23\n",
      "Cell_id:  6\n",
      "Number of spikes: 163\n",
      "==============================================\n",
      "Session_id:  CS47_115\n",
      "Channel:  23\n",
      "Cell_id:  6\n",
      "Number of spikes: 1818\n",
      "==============================================\n",
      "Session_id:  CS47_115\n",
      "Channel:  23\n",
      "Cell_id:  6\n",
      "Number of spikes: 2702\n",
      "==============================================\n",
      "Session_id:  CS47_115\n",
      "Channel:  23\n",
      "Cell_id:  6\n",
      "Number of spikes: 5692\n",
      "==============================================\n",
      "Session_id:  CS47_115\n",
      "Channel:  24\n",
      "Cell_id:  7\n",
      "Number of spikes: 469\n",
      "==============================================\n",
      "Session_id:  CS47_115\n",
      "Channel:  24\n",
      "Cell_id:  7\n",
      "Number of spikes: 910\n",
      "==============================================\n",
      "Session_id:  CS47_115\n",
      "Channel:  24\n",
      "Cell_id:  7\n",
      "Number of spikes: 962\n",
      "==============================================\n",
      "Session_id:  CS47_115\n",
      "Channel:  25\n",
      "Cell_id:  8\n",
      "Number of spikes: 7207\n",
      "==============================================\n",
      "Session_id:  CS47_115\n",
      "Channel:  26\n",
      "Cell_id:  9\n",
      "Number of spikes: 1172\n",
      "==============================================\n",
      "Session_id:  CS47_115\n",
      "Channel:  28\n",
      "Cell_id:  10\n",
      "Number of spikes: 531\n",
      "==============================================\n",
      "Session_id:  CS47_115\n",
      "Channel:  28\n",
      "Cell_id:  10\n",
      "Number of spikes: 1420\n",
      "==============================================\n",
      "Session_id:  CS47_115\n",
      "Channel:  49\n",
      "Cell_id:  11\n",
      "Number of spikes: 160\n",
      "==============================================\n",
      "Session_id:  CS47_115\n",
      "Channel:  50\n",
      "Cell_id:  12\n",
      "Number of spikes: 1782\n",
      "==============================================\n",
      "Session_id:  CS47_115\n",
      "Channel:  52\n",
      "Cell_id:  13\n",
      "Number of spikes: 1367\n",
      "==============================================\n",
      "Session_id:  CS47_115\n",
      "Channel:  52\n",
      "Cell_id:  13\n",
      "Number of spikes: 219\n",
      "==============================================\n",
      "Session_id:  CS47_115\n",
      "Channel:  53\n",
      "Cell_id:  14\n",
      "Number of spikes: 3371\n",
      "==============================================\n",
      "Session_id:  CS47_115\n",
      "Channel:  54\n",
      "Cell_id:  15\n",
      "Number of spikes: 166\n",
      "==============================================\n",
      "Session_id:  CS47_115\n",
      "Channel:  54\n",
      "Cell_id:  15\n",
      "Number of spikes: 1603\n",
      "==============================================\n",
      "Session_id:  CS47_115\n",
      "Channel:  55\n",
      "Cell_id:  16\n",
      "Number of spikes: 251\n",
      "==============================================\n",
      "Session_id:  CS47_115\n",
      "Channel:  55\n",
      "Cell_id:  16\n",
      "Number of spikes: 1606\n",
      "Processing..:  CS47_115  17   623\n",
      "Processing..:  CS47_115  18   986\n",
      "Processing..:  CS47_115  18   1080\n",
      "Processing..:  CS47_115  18   1104\n",
      "Processing..:  CS47_115  19   1054\n",
      "Processing..:  CS47_115  19   1062\n",
      "Processing..:  CS47_115  19   1069\n",
      "Processing..:  CS47_115  20   958\n",
      "Processing..:  CS47_115  20   961\n",
      "Processing..:  CS47_115  20   965\n",
      "Processing..:  CS47_115  21   956\n",
      "Processing..:  CS47_115  21   976\n",
      "Processing..:  CS47_115  21   979\n",
      "Processing..:  CS47_115  22   1278\n",
      "Processing..:  CS47_115  22   1296\n",
      "Processing..:  CS47_115  23   897\n",
      "Processing..:  CS47_115  23   1403\n",
      "Processing..:  CS47_115  23   1440\n",
      "Processing..:  CS47_115  23   1449\n",
      "Processing..:  CS47_115  24   434\n",
      "Processing..:  CS47_115  24   514\n",
      "Processing..:  CS47_115  24   538\n",
      "Processing..:  CS47_115  25   1217\n",
      "Processing..:  CS47_115  26   422\n",
      "Processing..:  CS47_115  28   1520\n",
      "Processing..:  CS47_115  28   2502\n",
      "Processing..:  CS47_115  49   116\n",
      "Processing..:  CS47_115  50   419\n",
      "Processing..:  CS47_115  52   421\n",
      "Processing..:  CS47_115  52   452\n",
      "Processing..:  CS47_115  53   564\n",
      "Processing..:  CS47_115  54   201\n",
      "Processing..:  CS47_115  54   401\n",
      "Processing..:  CS47_115  55   362\n",
      "Processing..:  CS47_115  55   447\n",
      "==============================================\n",
      "Session_id:  CS48_116\n",
      "Channel:  24\n",
      "Cell_id:  0\n",
      "Number of spikes: 1255\n",
      "==============================================\n",
      "Session_id:  CS48_116\n",
      "Channel:  50\n",
      "Cell_id:  1\n",
      "Number of spikes: 861\n",
      "==============================================\n",
      "Session_id:  CS48_116\n",
      "Channel:  51\n",
      "Cell_id:  2\n",
      "Number of spikes: 1100\n",
      "==============================================\n",
      "Session_id:  CS48_116\n",
      "Channel:  52\n",
      "Cell_id:  3\n",
      "Number of spikes: 1080\n",
      "==============================================\n",
      "Session_id:  CS48_116\n",
      "Channel:  54\n",
      "Cell_id:  4\n",
      "Number of spikes: 792\n",
      "==============================================\n",
      "Session_id:  CS48_116\n",
      "Channel:  54\n",
      "Cell_id:  4\n",
      "Number of spikes: 2331\n",
      "==============================================\n",
      "Session_id:  CS48_116\n",
      "Channel:  54\n",
      "Cell_id:  4\n",
      "Number of spikes: 2049\n",
      "==============================================\n",
      "Session_id:  CS48_116\n",
      "Channel:  55\n",
      "Cell_id:  5\n",
      "Number of spikes: 843\n",
      "==============================================\n",
      "Session_id:  CS48_116\n",
      "Channel:  55\n",
      "Cell_id:  5\n",
      "Number of spikes: 996\n",
      "==============================================\n",
      "Session_id:  CS48_116\n",
      "Channel:  57\n",
      "Cell_id:  6\n",
      "Number of spikes: 360\n",
      "==============================================\n",
      "Session_id:  CS48_116\n",
      "Channel:  57\n",
      "Cell_id:  6\n",
      "Number of spikes: 62\n",
      "==============================================\n",
      "Session_id:  CS48_116\n",
      "Channel:  57\n",
      "Cell_id:  6\n",
      "Number of spikes: 726\n",
      "==============================================\n",
      "Session_id:  CS48_116\n",
      "Channel:  57\n",
      "Cell_id:  6\n",
      "Number of spikes: 303\n",
      "==============================================\n",
      "Session_id:  CS48_116\n",
      "Channel:  57\n",
      "Cell_id:  6\n",
      "Number of spikes: 2390\n",
      "==============================================\n",
      "Session_id:  CS48_116\n",
      "Channel:  58\n",
      "Cell_id:  7\n",
      "Number of spikes: 414\n",
      "==============================================\n",
      "Session_id:  CS48_116\n",
      "Channel:  58\n",
      "Cell_id:  7\n",
      "Number of spikes: 70\n",
      "==============================================\n",
      "Session_id:  CS48_116\n",
      "Channel:  58\n",
      "Cell_id:  7\n",
      "Number of spikes: 84\n",
      "==============================================\n",
      "Session_id:  CS48_116\n",
      "Channel:  58\n",
      "Cell_id:  7\n",
      "Number of spikes: 1170\n",
      "==============================================\n",
      "Session_id:  CS48_116\n",
      "Channel:  58\n",
      "Cell_id:  7\n",
      "Number of spikes: 2294\n",
      "==============================================\n",
      "Session_id:  CS48_116\n",
      "Channel:  59\n",
      "Cell_id:  8\n",
      "Number of spikes: 111\n",
      "==============================================\n",
      "Session_id:  CS48_116\n",
      "Channel:  59\n",
      "Cell_id:  8\n",
      "Number of spikes: 2331\n",
      "==============================================\n",
      "Session_id:  CS48_116\n",
      "Channel:  59\n",
      "Cell_id:  8\n",
      "Number of spikes: 590\n",
      "==============================================\n",
      "Session_id:  CS48_116\n",
      "Channel:  60\n",
      "Cell_id:  9\n",
      "Number of spikes: 150\n",
      "==============================================\n",
      "Session_id:  CS48_116\n",
      "Channel:  60\n",
      "Cell_id:  9\n",
      "Number of spikes: 349\n",
      "==============================================\n",
      "Session_id:  CS48_116\n",
      "Channel:  60\n",
      "Cell_id:  9\n",
      "Number of spikes: 1659\n",
      "==============================================\n",
      "Session_id:  CS48_116\n",
      "Channel:  60\n",
      "Cell_id:  9\n",
      "Number of spikes: 3025\n",
      "==============================================\n",
      "Session_id:  CS48_116\n",
      "Channel:  61\n",
      "Cell_id:  10\n",
      "Number of spikes: 1438\n",
      "==============================================\n",
      "Session_id:  CS48_116\n",
      "Channel:  62\n",
      "Cell_id:  11\n",
      "Number of spikes: 434\n",
      "==============================================\n",
      "Session_id:  CS48_116\n",
      "Channel:  62\n",
      "Cell_id:  11\n",
      "Number of spikes: 160\n",
      "==============================================\n",
      "Session_id:  CS48_116\n",
      "Channel:  62\n",
      "Cell_id:  11\n",
      "Number of spikes: 1489\n",
      "==============================================\n",
      "Session_id:  CS48_116\n",
      "Channel:  63\n",
      "Cell_id:  12\n",
      "Number of spikes: 354\n",
      "==============================================\n",
      "Session_id:  CS48_116\n",
      "Channel:  63\n",
      "Cell_id:  12\n",
      "Number of spikes: 356\n",
      "==============================================\n",
      "Session_id:  CS48_116\n",
      "Channel:  63\n",
      "Cell_id:  12\n",
      "Number of spikes: 2141\n",
      "==============================================\n",
      "Session_id:  CS48_116\n",
      "Channel:  63\n",
      "Cell_id:  12\n",
      "Number of spikes: 601\n",
      "==============================================\n",
      "Session_id:  CS48_116\n",
      "Channel:  64\n",
      "Cell_id:  13\n",
      "Number of spikes: 1057\n",
      "==============================================\n",
      "Session_id:  CS48_116\n",
      "Channel:  64\n",
      "Cell_id:  13\n",
      "Number of spikes: 2399\n",
      "Processing..:  CS48_116  24   383\n",
      "Processing..:  CS48_116  50   437\n",
      "Processing..:  CS48_116  51   543\n",
      "Processing..:  CS48_116  52   402\n",
      "Processing..:  CS48_116  54   2227\n",
      "Processing..:  CS48_116  54   2569\n",
      "Processing..:  CS48_116  54   2641\n",
      "Processing..:  CS48_116  55   651\n",
      "Processing..:  CS48_116  55   658\n",
      "Processing..:  CS48_116  57   1632\n",
      "Processing..:  CS48_116  57   1738\n",
      "Processing..:  CS48_116  57   1766\n",
      "Processing..:  CS48_116  57   1844\n",
      "Processing..:  CS48_116  57   1905\n",
      "Processing..:  CS48_116  58   1545\n",
      "Processing..:  CS48_116  58   1799\n",
      "Processing..:  CS48_116  58   2054\n",
      "Processing..:  CS48_116  58   2201\n",
      "Processing..:  CS48_116  58   2273\n",
      "Processing..:  CS48_116  59   1289\n",
      "Processing..:  CS48_116  59   1334\n",
      "Processing..:  CS48_116  59   1354\n",
      "Processing..:  CS48_116  60   1970\n",
      "Processing..:  CS48_116  60   2031\n",
      "Processing..:  CS48_116  60   2210\n",
      "Processing..:  CS48_116  60   2216\n",
      "Processing..:  CS48_116  61   661\n",
      "Processing..:  CS48_116  62   1051\n",
      "Processing..:  CS48_116  62   1053\n",
      "Processing..:  CS48_116  62   1067\n",
      "Processing..:  CS48_116  63   768\n",
      "Processing..:  CS48_116  63   1411\n",
      "Processing..:  CS48_116  63   1437\n",
      "Processing..:  CS48_116  63   1522\n",
      "Processing..:  CS48_116  64   1519\n",
      "Processing..:  CS48_116  64   1554\n",
      "==============================================\n",
      "Session_id:  CS49_117\n",
      "Channel:  52\n",
      "Cell_id:  0\n",
      "Number of spikes: 882\n",
      "==============================================\n",
      "Session_id:  CS49_117\n",
      "Channel:  54\n",
      "Cell_id:  1\n",
      "Number of spikes: 131\n",
      "==============================================\n",
      "Session_id:  CS49_117\n",
      "Channel:  57\n",
      "Cell_id:  2\n",
      "Number of spikes: 1869\n",
      "==============================================\n",
      "Session_id:  CS49_117\n",
      "Channel:  58\n",
      "Cell_id:  3\n",
      "Number of spikes: 1438\n",
      "==============================================\n",
      "Session_id:  CS49_117\n",
      "Channel:  61\n",
      "Cell_id:  4\n",
      "Number of spikes: 109\n",
      "==============================================\n",
      "Session_id:  CS49_117\n",
      "Channel:  61\n",
      "Cell_id:  4\n",
      "Number of spikes: 903\n",
      "==============================================\n",
      "Session_id:  CS49_117\n",
      "Channel:  61\n",
      "Cell_id:  4\n",
      "Number of spikes: 919\n",
      "==============================================\n",
      "Session_id:  CS49_117\n",
      "Channel:  61\n",
      "Cell_id:  4\n",
      "Number of spikes: 5375\n",
      "==============================================\n",
      "Session_id:  CS49_117\n",
      "Channel:  62\n",
      "Cell_id:  5\n",
      "Number of spikes: 745\n",
      "==============================================\n",
      "Session_id:  CS49_117\n",
      "Channel:  64\n",
      "Cell_id:  6\n",
      "Number of spikes: 128\n",
      "==============================================\n",
      "Session_id:  CS49_117\n",
      "Channel:  64\n",
      "Cell_id:  6\n",
      "Number of spikes: 2098\n",
      "Processing..:  CS49_117  52   309\n",
      "Processing..:  CS49_117  54   189\n",
      "Processing..:  CS49_117  57   476\n",
      "Processing..:  CS49_117  58   574\n",
      "Processing..:  CS49_117  61   1658\n",
      "Processing..:  CS49_117  61   1970\n",
      "Processing..:  CS49_117  61   1973\n",
      "Processing..:  CS49_117  61   1995\n",
      "Processing..:  CS49_117  62   182\n",
      "Processing..:  CS49_117  64   420\n",
      "Processing..:  CS49_117  64   547\n",
      "==============================================\n",
      "Session_id:  CS49_118\n",
      "Channel:  49\n",
      "Cell_id:  0\n",
      "Number of spikes: 373\n",
      "==============================================\n",
      "Session_id:  CS49_118\n",
      "Channel:  50\n",
      "Cell_id:  1\n",
      "Number of spikes: 370\n",
      "==============================================\n",
      "Session_id:  CS49_118\n",
      "Channel:  52\n",
      "Cell_id:  2\n",
      "Number of spikes: 281\n",
      "==============================================\n",
      "Session_id:  CS49_118\n",
      "Channel:  53\n",
      "Cell_id:  3\n",
      "Number of spikes: 181\n",
      "==============================================\n",
      "Session_id:  CS49_118\n",
      "Channel:  53\n",
      "Cell_id:  3\n",
      "Number of spikes: 185\n",
      "==============================================\n",
      "Session_id:  CS49_118\n",
      "Channel:  53\n",
      "Cell_id:  3\n",
      "Number of spikes: 158\n",
      "==============================================\n",
      "Session_id:  CS49_118\n",
      "Channel:  55\n",
      "Cell_id:  4\n",
      "Number of spikes: 117\n",
      "==============================================\n",
      "Session_id:  CS49_118\n",
      "Channel:  56\n",
      "Cell_id:  5\n",
      "Number of spikes: 215\n",
      "==============================================\n",
      "Session_id:  CS49_118\n",
      "Channel:  58\n",
      "Cell_id:  6\n",
      "Number of spikes: 1213\n",
      "==============================================\n",
      "Session_id:  CS49_118\n",
      "Channel:  59\n",
      "Cell_id:  7\n",
      "Number of spikes: 1572\n",
      "==============================================\n",
      "Session_id:  CS49_118\n",
      "Channel:  60\n",
      "Cell_id:  8\n",
      "Number of spikes: 2376\n",
      "==============================================\n",
      "Session_id:  CS49_118\n",
      "Channel:  62\n",
      "Cell_id:  9\n",
      "Number of spikes: 1484\n",
      "==============================================\n",
      "Session_id:  CS49_118\n",
      "Channel:  64\n",
      "Cell_id:  10\n",
      "Number of spikes: 600\n",
      "Processing..:  CS49_118  49   252\n",
      "Processing..:  CS49_118  50   226\n",
      "Processing..:  CS49_118  52   365\n",
      "Processing..:  CS49_118  53   198\n",
      "Processing..:  CS49_118  53   291\n",
      "Processing..:  CS49_118  53   294\n",
      "Processing..:  CS49_118  55   186\n",
      "Processing..:  CS49_118  56   225\n",
      "Processing..:  CS49_118  58   411\n",
      "Processing..:  CS49_118  59   534\n",
      "Processing..:  CS49_118  60   655\n",
      "Processing..:  CS49_118  62   436\n",
      "Processing..:  CS49_118  64   192\n",
      "==============================================\n",
      "Session_id:  CS51_119\n",
      "Channel:  17\n",
      "Cell_id:  0\n",
      "Number of spikes: 55\n",
      "==============================================\n",
      "Session_id:  CS51_119\n",
      "Channel:  17\n",
      "Cell_id:  0\n",
      "Number of spikes: 486\n",
      "==============================================\n",
      "Session_id:  CS51_119\n",
      "Channel:  17\n",
      "Cell_id:  0\n",
      "Number of spikes: 53\n",
      "==============================================\n",
      "Session_id:  CS51_119\n",
      "Channel:  18\n",
      "Cell_id:  1\n",
      "Number of spikes: 806\n",
      "==============================================\n",
      "Session_id:  CS51_119\n",
      "Channel:  23\n",
      "Cell_id:  2\n",
      "Number of spikes: 60\n",
      "==============================================\n",
      "Session_id:  CS51_119\n",
      "Channel:  24\n",
      "Cell_id:  3\n",
      "Number of spikes: 86\n",
      "==============================================\n",
      "Session_id:  CS51_119\n",
      "Channel:  25\n",
      "Cell_id:  4\n",
      "Number of spikes: 82\n",
      "==============================================\n",
      "Session_id:  CS51_119\n",
      "Channel:  26\n",
      "Cell_id:  5\n",
      "Number of spikes: 557\n",
      "==============================================\n",
      "Session_id:  CS51_119\n",
      "Channel:  28\n",
      "Cell_id:  6\n",
      "Number of spikes: 325\n",
      "==============================================\n",
      "Session_id:  CS51_119\n",
      "Channel:  28\n",
      "Cell_id:  6\n",
      "Number of spikes: 3636\n",
      "==============================================\n",
      "Session_id:  CS51_119\n",
      "Channel:  55\n",
      "Cell_id:  7\n",
      "Number of spikes: 1549\n",
      "==============================================\n",
      "Session_id:  CS51_119\n",
      "Channel:  62\n",
      "Cell_id:  8\n",
      "Number of spikes: 413\n",
      "==============================================\n",
      "Session_id:  CS51_119\n",
      "Channel:  62\n",
      "Cell_id:  8\n",
      "Number of spikes: 1801\n",
      "==============================================\n",
      "Session_id:  CS51_119\n",
      "Channel:  64\n",
      "Cell_id:  9\n",
      "Number of spikes: 406\n",
      "==============================================\n",
      "Session_id:  CS51_119\n",
      "Channel:  64\n",
      "Cell_id:  9\n",
      "Number of spikes: 235\n",
      "==============================================\n",
      "Session_id:  CS51_119\n",
      "Channel:  64\n",
      "Cell_id:  9\n",
      "Number of spikes: 1640\n",
      "Processing..:  CS51_119  17   43\n",
      "Processing..:  CS51_119  17   323\n",
      "Processing..:  CS51_119  17   339\n",
      "Processing..:  CS51_119  18   322\n",
      "Processing..:  CS51_119  23   188\n",
      "Processing..:  CS51_119  24   425\n",
      "Processing..:  CS51_119  25   254\n",
      "Processing..:  CS51_119  26   323\n",
      "Processing..:  CS51_119  28   809\n",
      "Processing..:  CS51_119  28   835\n",
      "Processing..:  CS51_119  55   466\n",
      "Processing..:  CS51_119  62   439\n",
      "Processing..:  CS51_119  62   461\n",
      "Processing..:  CS51_119  64   526\n",
      "Processing..:  CS51_119  64   530\n",
      "Processing..:  CS51_119  64   617\n",
      "==============================================\n",
      "Session_id:  CS51_120\n",
      "Channel:  17\n",
      "Cell_id:  0\n",
      "Number of spikes: 156\n",
      "==============================================\n",
      "Session_id:  CS51_120\n",
      "Channel:  18\n",
      "Cell_id:  1\n",
      "Number of spikes: 646\n",
      "==============================================\n",
      "Session_id:  CS51_120\n",
      "Channel:  25\n",
      "Cell_id:  2\n",
      "Number of spikes: 154\n",
      "==============================================\n",
      "Session_id:  CS51_120\n",
      "Channel:  26\n",
      "Cell_id:  3\n",
      "Number of spikes: 348\n",
      "==============================================\n",
      "Session_id:  CS51_120\n",
      "Channel:  28\n",
      "Cell_id:  4\n",
      "Number of spikes: 244\n",
      "==============================================\n",
      "Session_id:  CS51_120\n",
      "Channel:  28\n",
      "Cell_id:  4\n",
      "Number of spikes: 364\n",
      "==============================================\n",
      "Session_id:  CS51_120\n",
      "Channel:  28\n",
      "Cell_id:  4\n",
      "Number of spikes: 3195\n",
      "==============================================\n",
      "Session_id:  CS51_120\n",
      "Channel:  28\n",
      "Cell_id:  4\n",
      "Number of spikes: 550\n",
      "==============================================\n",
      "Session_id:  CS51_120\n",
      "Channel:  55\n",
      "Cell_id:  5\n",
      "Number of spikes: 1697\n",
      "==============================================\n",
      "Session_id:  CS51_120\n",
      "Channel:  62\n",
      "Cell_id:  6\n",
      "Number of spikes: 365\n",
      "==============================================\n",
      "Session_id:  CS51_120\n",
      "Channel:  62\n",
      "Cell_id:  6\n",
      "Number of spikes: 1960\n",
      "==============================================\n",
      "Session_id:  CS51_120\n",
      "Channel:  64\n",
      "Cell_id:  7\n",
      "Number of spikes: 374\n",
      "==============================================\n",
      "Session_id:  CS51_120\n",
      "Channel:  64\n",
      "Cell_id:  7\n",
      "Number of spikes: 362\n",
      "==============================================\n",
      "Session_id:  CS51_120\n",
      "Channel:  64\n",
      "Cell_id:  7\n",
      "Number of spikes: 583\n",
      "==============================================\n",
      "Session_id:  CS51_120\n",
      "Channel:  64\n",
      "Cell_id:  7\n",
      "Number of spikes: 1103\n",
      "Processing..:  CS51_120  17   236\n",
      "Processing..:  CS51_120  18   223\n",
      "Processing..:  CS51_120  25   133\n",
      "Processing..:  CS51_120  26   277\n",
      "Processing..:  CS51_120  28   612\n",
      "Processing..:  CS51_120  28   737\n",
      "Processing..:  CS51_120  28   755\n",
      "Processing..:  CS51_120  28   777\n",
      "Processing..:  CS51_120  55   404\n",
      "Processing..:  CS51_120  62   448\n",
      "Processing..:  CS51_120  62   450\n",
      "Processing..:  CS51_120  64   444\n",
      "Processing..:  CS51_120  64   528\n",
      "Processing..:  CS51_120  64   536\n",
      "Processing..:  CS51_120  64   541\n",
      "==============================================\n",
      "Session_id:  CS53_122\n",
      "Channel:  17\n",
      "Cell_id:  0\n",
      "Number of spikes: 699\n",
      "==============================================\n",
      "Session_id:  CS53_122\n",
      "Channel:  18\n",
      "Cell_id:  1\n",
      "Number of spikes: 997\n",
      "==============================================\n",
      "Session_id:  CS53_122\n",
      "Channel:  18\n",
      "Cell_id:  1\n",
      "Number of spikes: 2239\n",
      "==============================================\n",
      "Session_id:  CS53_122\n",
      "Channel:  19\n",
      "Cell_id:  2\n",
      "Number of spikes: 747\n",
      "==============================================\n",
      "Session_id:  CS53_122\n",
      "Channel:  19\n",
      "Cell_id:  2\n",
      "Number of spikes: 6696\n",
      "==============================================\n",
      "Session_id:  CS53_122\n",
      "Channel:  19\n",
      "Cell_id:  2\n",
      "Number of spikes: 1154\n",
      "==============================================\n",
      "Session_id:  CS53_122\n",
      "Channel:  19\n",
      "Cell_id:  2\n",
      "Number of spikes: 304\n",
      "==============================================\n",
      "Session_id:  CS53_122\n",
      "Channel:  20\n",
      "Cell_id:  3\n",
      "Number of spikes: 2871\n",
      "==============================================\n",
      "Session_id:  CS53_122\n",
      "Channel:  21\n",
      "Cell_id:  4\n",
      "Number of spikes: 6408\n",
      "==============================================\n",
      "Session_id:  CS53_122\n",
      "Channel:  22\n",
      "Cell_id:  5\n",
      "Number of spikes: 2824\n",
      "==============================================\n",
      "Session_id:  CS53_122\n",
      "Channel:  22\n",
      "Cell_id:  5\n",
      "Number of spikes: 496\n",
      "==============================================\n",
      "Session_id:  CS53_122\n",
      "Channel:  23\n",
      "Cell_id:  6\n",
      "Number of spikes: 2007\n",
      "==============================================\n",
      "Session_id:  CS53_122\n",
      "Channel:  23\n",
      "Cell_id:  6\n",
      "Number of spikes: 1409\n",
      "==============================================\n",
      "Session_id:  CS53_122\n",
      "Channel:  23\n",
      "Cell_id:  6\n",
      "Number of spikes: 6008\n",
      "==============================================\n",
      "Session_id:  CS53_122\n",
      "Channel:  24\n",
      "Cell_id:  7\n",
      "Number of spikes: 4475\n",
      "==============================================\n",
      "Session_id:  CS53_122\n",
      "Channel:  24\n",
      "Cell_id:  7\n",
      "Number of spikes: 323\n",
      "==============================================\n",
      "Session_id:  CS53_122\n",
      "Channel:  24\n",
      "Cell_id:  7\n",
      "Number of spikes: 488\n",
      "==============================================\n",
      "Session_id:  CS53_122\n",
      "Channel:  25\n",
      "Cell_id:  8\n",
      "Number of spikes: 1252\n",
      "==============================================\n",
      "Session_id:  CS53_122\n",
      "Channel:  25\n",
      "Cell_id:  8\n",
      "Number of spikes: 583\n",
      "==============================================\n",
      "Session_id:  CS53_122\n",
      "Channel:  32\n",
      "Cell_id:  9\n",
      "Number of spikes: 1571\n",
      "==============================================\n",
      "Session_id:  CS53_122\n",
      "Channel:  57\n",
      "Cell_id:  10\n",
      "Number of spikes: 1381\n",
      "==============================================\n",
      "Session_id:  CS53_122\n",
      "Channel:  57\n",
      "Cell_id:  10\n",
      "Number of spikes: 1111\n",
      "==============================================\n",
      "Session_id:  CS53_122\n",
      "Channel:  59\n",
      "Cell_id:  11\n",
      "Number of spikes: 3501\n",
      "==============================================\n",
      "Session_id:  CS53_122\n",
      "Channel:  59\n",
      "Cell_id:  11\n",
      "Number of spikes: 1792\n",
      "==============================================\n",
      "Session_id:  CS53_122\n",
      "Channel:  60\n",
      "Cell_id:  12\n",
      "Number of spikes: 2473\n",
      "==============================================\n",
      "Session_id:  CS53_122\n",
      "Channel:  63\n",
      "Cell_id:  13\n",
      "Number of spikes: 8561\n",
      "==============================================\n",
      "Session_id:  CS53_122\n",
      "Channel:  64\n",
      "Cell_id:  14\n",
      "Number of spikes: 11735\n",
      "Processing..:  CS53_122  17   133\n",
      "Processing..:  CS53_122  18   873\n",
      "Processing..:  CS53_122  18   876\n",
      "Processing..:  CS53_122  19   1685\n",
      "Processing..:  CS53_122  19   1714\n",
      "Processing..:  CS53_122  19   1752\n",
      "Processing..:  CS53_122  19   1771\n",
      "Processing..:  CS53_122  20   730\n",
      "Processing..:  CS53_122  21   1415\n",
      "Processing..:  CS53_122  22   887\n",
      "Processing..:  CS53_122  22   900\n",
      "Processing..:  CS53_122  23   1622\n",
      "Processing..:  CS53_122  23   1656\n",
      "Processing..:  CS53_122  23   1676\n",
      "Processing..:  CS53_122  24   956\n",
      "Processing..:  CS53_122  24   978\n",
      "Processing..:  CS53_122  24   986\n",
      "Processing..:  CS53_122  25   314\n",
      "Processing..:  CS53_122  25   332\n",
      "Processing..:  CS53_122  32   333\n",
      "Processing..:  CS53_122  57   382\n",
      "Processing..:  CS53_122  57   408\n",
      "Processing..:  CS53_122  59   866\n",
      "Processing..:  CS53_122  59   880\n",
      "Processing..:  CS53_122  60   229\n",
      "Processing..:  CS53_122  63   1536\n",
      "Processing..:  CS53_122  64   1302\n",
      "==============================================\n",
      "Session_id:  CS53_123\n",
      "Channel:  17\n",
      "Cell_id:  0\n",
      "Number of spikes: 5744\n",
      "==============================================\n",
      "Session_id:  CS53_123\n",
      "Channel:  24\n",
      "Cell_id:  1\n",
      "Number of spikes: 152\n",
      "==============================================\n",
      "Session_id:  CS53_123\n",
      "Channel:  58\n",
      "Cell_id:  2\n",
      "Number of spikes: 2896\n",
      "==============================================\n",
      "Session_id:  CS53_123\n",
      "Channel:  58\n",
      "Cell_id:  2\n",
      "Number of spikes: 400\n",
      "==============================================\n",
      "Session_id:  CS53_123\n",
      "Channel:  58\n",
      "Cell_id:  2\n",
      "Number of spikes: 470\n",
      "==============================================\n",
      "Session_id:  CS53_123\n",
      "Channel:  63\n",
      "Cell_id:  3\n",
      "Number of spikes: 2343\n",
      "Processing..:  CS53_123  17   1014\n",
      "Processing..:  CS53_123  24   150\n",
      "Processing..:  CS53_123  58   668\n",
      "Processing..:  CS53_123  58   670\n",
      "Processing..:  CS53_123  58   676\n",
      "Processing..:  CS53_123  63   434\n",
      "==============================================\n",
      "Session_id:  CS54_124\n",
      "Channel:  17\n",
      "Cell_id:  0\n",
      "Number of spikes: 3017\n",
      "==============================================\n",
      "Session_id:  CS54_124\n",
      "Channel:  17\n",
      "Cell_id:  0\n",
      "Number of spikes: 1429\n",
      "==============================================\n",
      "Session_id:  CS54_124\n",
      "Channel:  17\n",
      "Cell_id:  0\n",
      "Number of spikes: 4511\n",
      "==============================================\n",
      "Session_id:  CS54_124\n",
      "Channel:  18\n",
      "Cell_id:  1\n",
      "Number of spikes: 3341\n",
      "==============================================\n",
      "Session_id:  CS54_124\n",
      "Channel:  18\n",
      "Cell_id:  1\n",
      "Number of spikes: 2388\n",
      "==============================================\n",
      "Session_id:  CS54_124\n",
      "Channel:  19\n",
      "Cell_id:  2\n",
      "Number of spikes: 1147\n",
      "==============================================\n",
      "Session_id:  CS54_124\n",
      "Channel:  19\n",
      "Cell_id:  2\n",
      "Number of spikes: 2477\n",
      "==============================================\n",
      "Session_id:  CS54_124\n",
      "Channel:  20\n",
      "Cell_id:  3\n",
      "Number of spikes: 1015\n",
      "==============================================\n",
      "Session_id:  CS54_124\n",
      "Channel:  20\n",
      "Cell_id:  3\n",
      "Number of spikes: 8561\n",
      "==============================================\n",
      "Session_id:  CS54_124\n",
      "Channel:  20\n",
      "Cell_id:  3\n",
      "Number of spikes: 3690\n",
      "==============================================\n",
      "Session_id:  CS54_124\n",
      "Channel:  22\n",
      "Cell_id:  4\n",
      "Number of spikes: 908\n",
      "==============================================\n",
      "Session_id:  CS54_124\n",
      "Channel:  22\n",
      "Cell_id:  4\n",
      "Number of spikes: 2743\n",
      "==============================================\n",
      "Session_id:  CS54_124\n",
      "Channel:  23\n",
      "Cell_id:  5\n",
      "Number of spikes: 1009\n",
      "==============================================\n",
      "Session_id:  CS54_124\n",
      "Channel:  23\n",
      "Cell_id:  5\n",
      "Number of spikes: 2685\n",
      "==============================================\n",
      "Session_id:  CS54_124\n",
      "Channel:  24\n",
      "Cell_id:  6\n",
      "Number of spikes: 801\n",
      "==============================================\n",
      "Session_id:  CS54_124\n",
      "Channel:  24\n",
      "Cell_id:  6\n",
      "Number of spikes: 551\n",
      "==============================================\n",
      "Session_id:  CS54_124\n",
      "Channel:  24\n",
      "Cell_id:  6\n",
      "Number of spikes: 6994\n",
      "==============================================\n",
      "Session_id:  CS54_124\n",
      "Channel:  24\n",
      "Cell_id:  6\n",
      "Number of spikes: 292\n",
      "==============================================\n",
      "Session_id:  CS54_124\n",
      "Channel:  24\n",
      "Cell_id:  6\n",
      "Number of spikes: 1529\n",
      "==============================================\n",
      "Session_id:  CS54_124\n",
      "Channel:  25\n",
      "Cell_id:  7\n",
      "Number of spikes: 1660\n",
      "==============================================\n",
      "Session_id:  CS54_124\n",
      "Channel:  25\n",
      "Cell_id:  7\n",
      "Number of spikes: 587\n",
      "==============================================\n",
      "Session_id:  CS54_124\n",
      "Channel:  26\n",
      "Cell_id:  8\n",
      "Number of spikes: 916\n",
      "==============================================\n",
      "Session_id:  CS54_124\n",
      "Channel:  26\n",
      "Cell_id:  8\n",
      "Number of spikes: 1583\n",
      "==============================================\n",
      "Session_id:  CS54_124\n",
      "Channel:  26\n",
      "Cell_id:  8\n",
      "Number of spikes: 3171\n",
      "==============================================\n",
      "Session_id:  CS54_124\n",
      "Channel:  26\n",
      "Cell_id:  8\n",
      "Number of spikes: 5098\n",
      "==============================================\n",
      "Session_id:  CS54_124\n",
      "Channel:  28\n",
      "Cell_id:  9\n",
      "Number of spikes: 1850\n",
      "==============================================\n",
      "Session_id:  CS54_124\n",
      "Channel:  28\n",
      "Cell_id:  9\n",
      "Number of spikes: 3120\n",
      "==============================================\n",
      "Session_id:  CS54_124\n",
      "Channel:  28\n",
      "Cell_id:  9\n",
      "Number of spikes: 1072\n",
      "==============================================\n",
      "Session_id:  CS54_124\n",
      "Channel:  30\n",
      "Cell_id:  10\n",
      "Number of spikes: 970\n",
      "==============================================\n",
      "Session_id:  CS54_124\n",
      "Channel:  30\n",
      "Cell_id:  10\n",
      "Number of spikes: 858\n",
      "==============================================\n",
      "Session_id:  CS54_124\n",
      "Channel:  30\n",
      "Cell_id:  10\n",
      "Number of spikes: 1514\n",
      "==============================================\n",
      "Session_id:  CS54_124\n",
      "Channel:  31\n",
      "Cell_id:  11\n",
      "Number of spikes: 1044\n",
      "==============================================\n",
      "Session_id:  CS54_124\n",
      "Channel:  31\n",
      "Cell_id:  11\n",
      "Number of spikes: 1911\n",
      "==============================================\n",
      "Session_id:  CS54_124\n",
      "Channel:  31\n",
      "Cell_id:  11\n",
      "Number of spikes: 1124\n",
      "==============================================\n",
      "Session_id:  CS54_124\n",
      "Channel:  32\n",
      "Cell_id:  12\n",
      "Number of spikes: 244\n",
      "==============================================\n",
      "Session_id:  CS54_124\n",
      "Channel:  32\n",
      "Cell_id:  12\n",
      "Number of spikes: 2212\n",
      "==============================================\n",
      "Session_id:  CS54_124\n",
      "Channel:  32\n",
      "Cell_id:  12\n",
      "Number of spikes: 984\n",
      "==============================================\n",
      "Session_id:  CS54_124\n",
      "Channel:  32\n",
      "Cell_id:  12\n",
      "Number of spikes: 1265\n",
      "==============================================\n",
      "Session_id:  CS54_124\n",
      "Channel:  32\n",
      "Cell_id:  12\n",
      "Number of spikes: 2647\n",
      "==============================================\n",
      "Session_id:  CS54_124\n",
      "Channel:  50\n",
      "Cell_id:  13\n",
      "Number of spikes: 1102\n",
      "==============================================\n",
      "Session_id:  CS54_124\n",
      "Channel:  52\n",
      "Cell_id:  14\n",
      "Number of spikes: 1485\n",
      "==============================================\n",
      "Session_id:  CS54_124\n",
      "Channel:  54\n",
      "Cell_id:  15\n",
      "Number of spikes: 2761\n",
      "==============================================\n",
      "Session_id:  CS54_124\n",
      "Channel:  59\n",
      "Cell_id:  16\n",
      "Number of spikes: 1625\n",
      "Processing..:  CS54_124  17   3302\n",
      "Processing..:  CS54_124  17   3369\n",
      "Processing..:  CS54_124  17   3435\n",
      "Processing..:  CS54_124  18   3231\n",
      "Processing..:  CS54_124  18   3354\n",
      "Processing..:  CS54_124  19   2202\n",
      "Processing..:  CS54_124  19   2904\n",
      "Processing..:  CS54_124  20   3095\n",
      "Processing..:  CS54_124  20   3150\n",
      "Processing..:  CS54_124  20   3164\n",
      "Processing..:  CS54_124  22   3357\n",
      "Processing..:  CS54_124  22   3399\n",
      "Processing..:  CS54_124  23   2794\n",
      "Processing..:  CS54_124  23   2941\n",
      "Processing..:  CS54_124  24   2671\n",
      "Processing..:  CS54_124  24   3200\n",
      "Processing..:  CS54_124  24   3217\n",
      "Processing..:  CS54_124  24   3224\n",
      "Processing..:  CS54_124  24   3244\n",
      "Processing..:  CS54_124  25   1490\n",
      "Processing..:  CS54_124  25   1499\n",
      "Processing..:  CS54_124  26   2727\n",
      "Processing..:  CS54_124  26   2735\n",
      "Processing..:  CS54_124  26   2768\n",
      "Processing..:  CS54_124  26   2771\n",
      "Processing..:  CS54_124  28   1654\n",
      "Processing..:  CS54_124  28   1693\n",
      "Processing..:  CS54_124  28   1714\n",
      "Processing..:  CS54_124  30   1495\n",
      "Processing..:  CS54_124  30   1575\n",
      "Processing..:  CS54_124  30   1644\n",
      "Processing..:  CS54_124  31   1519\n",
      "Processing..:  CS54_124  31   1593\n",
      "Processing..:  CS54_124  31   1658\n",
      "Processing..:  CS54_124  32   105\n",
      "Processing..:  CS54_124  32   1285\n",
      "Processing..:  CS54_124  32   1317\n",
      "Processing..:  CS54_124  32   1327\n",
      "Processing..:  CS54_124  32   1415\n",
      "Processing..:  CS54_124  50   847\n",
      "Processing..:  CS54_124  52   1188\n",
      "Processing..:  CS54_124  54   1913\n",
      "Processing..:  CS54_124  59   5225\n",
      "==============================================\n",
      "Session_id:  CS54_125\n",
      "Channel:  17\n",
      "Cell_id:  0\n",
      "Number of spikes: 751\n",
      "==============================================\n",
      "Session_id:  CS54_125\n",
      "Channel:  17\n",
      "Cell_id:  0\n",
      "Number of spikes: 1819\n",
      "==============================================\n",
      "Session_id:  CS54_125\n",
      "Channel:  17\n",
      "Cell_id:  0\n",
      "Number of spikes: 1276\n",
      "==============================================\n",
      "Session_id:  CS54_125\n",
      "Channel:  18\n",
      "Cell_id:  1\n",
      "Number of spikes: 296\n",
      "==============================================\n",
      "Session_id:  CS54_125\n",
      "Channel:  18\n",
      "Cell_id:  1\n",
      "Number of spikes: 1430\n",
      "==============================================\n",
      "Session_id:  CS54_125\n",
      "Channel:  18\n",
      "Cell_id:  1\n",
      "Number of spikes: 1112\n",
      "==============================================\n",
      "Session_id:  CS54_125\n",
      "Channel:  19\n",
      "Cell_id:  2\n",
      "Number of spikes: 1597\n",
      "==============================================\n",
      "Session_id:  CS54_125\n",
      "Channel:  20\n",
      "Cell_id:  3\n",
      "Number of spikes: 1140\n",
      "==============================================\n",
      "Session_id:  CS54_125\n",
      "Channel:  20\n",
      "Cell_id:  3\n",
      "Number of spikes: 2626\n",
      "==============================================\n",
      "Session_id:  CS54_125\n",
      "Channel:  21\n",
      "Cell_id:  4\n",
      "Number of spikes: 310\n",
      "==============================================\n",
      "Session_id:  CS54_125\n",
      "Channel:  21\n",
      "Cell_id:  4\n",
      "Number of spikes: 440\n",
      "==============================================\n",
      "Session_id:  CS54_125\n",
      "Channel:  21\n",
      "Cell_id:  4\n",
      "Number of spikes: 130\n",
      "==============================================\n",
      "Session_id:  CS54_125\n",
      "Channel:  21\n",
      "Cell_id:  4\n",
      "Number of spikes: 226\n",
      "==============================================\n",
      "Session_id:  CS54_125\n",
      "Channel:  21\n",
      "Cell_id:  4\n",
      "Number of spikes: 994\n",
      "==============================================\n",
      "Session_id:  CS54_125\n",
      "Channel:  21\n",
      "Cell_id:  4\n",
      "Number of spikes: 517\n",
      "==============================================\n",
      "Session_id:  CS54_125\n",
      "Channel:  21\n",
      "Cell_id:  4\n",
      "Number of spikes: 2722\n",
      "==============================================\n",
      "Session_id:  CS54_125\n",
      "Channel:  22\n",
      "Cell_id:  5\n",
      "Number of spikes: 429\n",
      "==============================================\n",
      "Session_id:  CS54_125\n",
      "Channel:  22\n",
      "Cell_id:  5\n",
      "Number of spikes: 1226\n",
      "==============================================\n",
      "Session_id:  CS54_125\n",
      "Channel:  22\n",
      "Cell_id:  5\n",
      "Number of spikes: 797\n",
      "==============================================\n",
      "Session_id:  CS54_125\n",
      "Channel:  22\n",
      "Cell_id:  5\n",
      "Number of spikes: 970\n",
      "==============================================\n",
      "Session_id:  CS54_125\n",
      "Channel:  23\n",
      "Cell_id:  6\n",
      "Number of spikes: 811\n",
      "==============================================\n",
      "Session_id:  CS54_125\n",
      "Channel:  24\n",
      "Cell_id:  7\n",
      "Number of spikes: 2049\n",
      "==============================================\n",
      "Session_id:  CS54_125\n",
      "Channel:  26\n",
      "Cell_id:  8\n",
      "Number of spikes: 1010\n",
      "==============================================\n",
      "Session_id:  CS54_125\n",
      "Channel:  26\n",
      "Cell_id:  8\n",
      "Number of spikes: 341\n",
      "==============================================\n",
      "Session_id:  CS54_125\n",
      "Channel:  26\n",
      "Cell_id:  8\n",
      "Number of spikes: 493\n",
      "==============================================\n",
      "Session_id:  CS54_125\n",
      "Channel:  26\n",
      "Cell_id:  8\n",
      "Number of spikes: 1151\n",
      "==============================================\n",
      "Session_id:  CS54_125\n",
      "Channel:  27\n",
      "Cell_id:  9\n",
      "Number of spikes: 1806\n",
      "==============================================\n",
      "Session_id:  CS54_125\n",
      "Channel:  28\n",
      "Cell_id:  10\n",
      "Number of spikes: 505\n",
      "==============================================\n",
      "Session_id:  CS54_125\n",
      "Channel:  28\n",
      "Cell_id:  10\n",
      "Number of spikes: 2858\n",
      "==============================================\n",
      "Session_id:  CS54_125\n",
      "Channel:  29\n",
      "Cell_id:  11\n",
      "Number of spikes: 2581\n",
      "==============================================\n",
      "Session_id:  CS54_125\n",
      "Channel:  31\n",
      "Cell_id:  12\n",
      "Number of spikes: 312\n",
      "==============================================\n",
      "Session_id:  CS54_125\n",
      "Channel:  31\n",
      "Cell_id:  12\n",
      "Number of spikes: 3294\n",
      "==============================================\n",
      "Session_id:  CS54_125\n",
      "Channel:  32\n",
      "Cell_id:  13\n",
      "Number of spikes: 267\n",
      "==============================================\n",
      "Session_id:  CS54_125\n",
      "Channel:  32\n",
      "Cell_id:  13\n",
      "Number of spikes: 302\n",
      "==============================================\n",
      "Session_id:  CS54_125\n",
      "Channel:  32\n",
      "Cell_id:  13\n",
      "Number of spikes: 126\n",
      "==============================================\n",
      "Session_id:  CS54_125\n",
      "Channel:  32\n",
      "Cell_id:  13\n",
      "Number of spikes: 573\n",
      "==============================================\n",
      "Session_id:  CS54_125\n",
      "Channel:  49\n",
      "Cell_id:  14\n",
      "Number of spikes: 1140\n",
      "==============================================\n",
      "Session_id:  CS54_125\n",
      "Channel:  50\n",
      "Cell_id:  15\n",
      "Number of spikes: 1522\n",
      "==============================================\n",
      "Session_id:  CS54_125\n",
      "Channel:  51\n",
      "Cell_id:  16\n",
      "Number of spikes: 1212\n",
      "==============================================\n",
      "Session_id:  CS54_125\n",
      "Channel:  54\n",
      "Cell_id:  17\n",
      "Number of spikes: 1191\n",
      "==============================================\n",
      "Session_id:  CS54_125\n",
      "Channel:  55\n",
      "Cell_id:  18\n",
      "Number of spikes: 1032\n",
      "==============================================\n",
      "Session_id:  CS54_125\n",
      "Channel:  56\n",
      "Cell_id:  19\n",
      "Number of spikes: 991\n",
      "==============================================\n",
      "Session_id:  CS54_125\n",
      "Channel:  57\n",
      "Cell_id:  20\n",
      "Number of spikes: 978\n",
      "==============================================\n",
      "Session_id:  CS54_125\n",
      "Channel:  58\n",
      "Cell_id:  21\n",
      "Number of spikes: 780\n",
      "==============================================\n",
      "Session_id:  CS54_125\n",
      "Channel:  60\n",
      "Cell_id:  22\n",
      "Number of spikes: 896\n",
      "==============================================\n",
      "Session_id:  CS54_125\n",
      "Channel:  61\n",
      "Cell_id:  23\n",
      "Number of spikes: 1441\n",
      "Processing..:  CS54_125  17   807\n",
      "Processing..:  CS54_125  17   828\n",
      "Processing..:  CS54_125  17   832\n",
      "Processing..:  CS54_125  18   1050\n",
      "Processing..:  CS54_125  18   1135\n",
      "Processing..:  CS54_125  18   1148\n",
      "Processing..:  CS54_125  19   794\n",
      "Processing..:  CS54_125  20   1068\n",
      "Processing..:  CS54_125  20   1117\n",
      "Processing..:  CS54_125  21   1112\n",
      "Processing..:  CS54_125  21   1159\n",
      "Processing..:  CS54_125  21   1186\n",
      "Processing..:  CS54_125  21   1191\n",
      "Processing..:  CS54_125  21   1218\n",
      "Processing..:  CS54_125  21   1221\n",
      "Processing..:  CS54_125  21   1228\n",
      "Processing..:  CS54_125  22   1172\n",
      "Processing..:  CS54_125  22   1184\n",
      "Processing..:  CS54_125  22   1187\n",
      "Processing..:  CS54_125  22   1189\n",
      "Processing..:  CS54_125  23   585\n",
      "Processing..:  CS54_125  24   1162\n",
      "Processing..:  CS54_125  26   751\n",
      "Processing..:  CS54_125  26   755\n",
      "Processing..:  CS54_125  26   760\n",
      "Processing..:  CS54_125  26   786\n",
      "Processing..:  CS54_125  27   1082\n",
      "Processing..:  CS54_125  28   2678\n",
      "Processing..:  CS54_125  28   2704\n",
      "Processing..:  CS54_125  29   947\n",
      "Processing..:  CS54_125  31   973\n",
      "Processing..:  CS54_125  31   1010\n",
      "Processing..:  CS54_125  32   503\n",
      "Processing..:  CS54_125  32   518\n",
      "Processing..:  CS54_125  32   523\n",
      "Processing..:  CS54_125  32   536\n",
      "Processing..:  CS54_125  49   557\n",
      "Processing..:  CS54_125  50   459\n",
      "Processing..:  CS54_125  51   274\n",
      "Processing..:  CS54_125  54   566\n",
      "Processing..:  CS54_125  55   292\n",
      "Processing..:  CS54_125  56   302\n",
      "Processing..:  CS54_125  57   216\n",
      "Processing..:  CS54_125  58   238\n",
      "Processing..:  CS54_125  60   244\n",
      "Processing..:  CS54_125  61   485\n",
      "==============================================\n",
      "Session_id:  CS54_126\n",
      "Channel:  17\n",
      "Cell_id:  0\n",
      "Number of spikes: 827\n",
      "==============================================\n",
      "Session_id:  CS54_126\n",
      "Channel:  17\n",
      "Cell_id:  0\n",
      "Number of spikes: 1203\n",
      "==============================================\n",
      "Session_id:  CS54_126\n",
      "Channel:  18\n",
      "Cell_id:  1\n",
      "Number of spikes: 1777\n",
      "==============================================\n",
      "Session_id:  CS54_126\n",
      "Channel:  18\n",
      "Cell_id:  1\n",
      "Number of spikes: 3048\n",
      "==============================================\n",
      "Session_id:  CS54_126\n",
      "Channel:  18\n",
      "Cell_id:  1\n",
      "Number of spikes: 569\n",
      "==============================================\n",
      "Session_id:  CS54_126\n",
      "Channel:  19\n",
      "Cell_id:  2\n",
      "Number of spikes: 3864\n",
      "==============================================\n",
      "Session_id:  CS54_126\n",
      "Channel:  19\n",
      "Cell_id:  2\n",
      "Number of spikes: 5530\n",
      "==============================================\n",
      "Session_id:  CS54_126\n",
      "Channel:  19\n",
      "Cell_id:  2\n",
      "Number of spikes: 2018\n",
      "==============================================\n",
      "Session_id:  CS54_126\n",
      "Channel:  20\n",
      "Cell_id:  3\n",
      "Number of spikes: 1948\n",
      "==============================================\n",
      "Session_id:  CS54_126\n",
      "Channel:  20\n",
      "Cell_id:  3\n",
      "Number of spikes: 241\n",
      "==============================================\n",
      "Session_id:  CS54_126\n",
      "Channel:  20\n",
      "Cell_id:  3\n",
      "Number of spikes: 4244\n",
      "==============================================\n",
      "Session_id:  CS54_126\n",
      "Channel:  21\n",
      "Cell_id:  4\n",
      "Number of spikes: 522\n",
      "==============================================\n",
      "Session_id:  CS54_126\n",
      "Channel:  21\n",
      "Cell_id:  4\n",
      "Number of spikes: 926\n",
      "==============================================\n",
      "Session_id:  CS54_126\n",
      "Channel:  21\n",
      "Cell_id:  4\n",
      "Number of spikes: 631\n",
      "==============================================\n",
      "Session_id:  CS54_126\n",
      "Channel:  22\n",
      "Cell_id:  5\n",
      "Number of spikes: 245\n",
      "==============================================\n",
      "Session_id:  CS54_126\n",
      "Channel:  22\n",
      "Cell_id:  5\n",
      "Number of spikes: 399\n",
      "==============================================\n",
      "Session_id:  CS54_126\n",
      "Channel:  22\n",
      "Cell_id:  5\n",
      "Number of spikes: 695\n",
      "==============================================\n",
      "Session_id:  CS54_126\n",
      "Channel:  24\n",
      "Cell_id:  6\n",
      "Number of spikes: 591\n",
      "==============================================\n",
      "Session_id:  CS54_126\n",
      "Channel:  24\n",
      "Cell_id:  6\n",
      "Number of spikes: 1141\n",
      "==============================================\n",
      "Session_id:  CS54_126\n",
      "Channel:  24\n",
      "Cell_id:  6\n",
      "Number of spikes: 2351\n",
      "==============================================\n",
      "Session_id:  CS54_126\n",
      "Channel:  25\n",
      "Cell_id:  7\n",
      "Number of spikes: 408\n",
      "==============================================\n",
      "Session_id:  CS54_126\n",
      "Channel:  25\n",
      "Cell_id:  7\n",
      "Number of spikes: 1571\n",
      "==============================================\n",
      "Session_id:  CS54_126\n",
      "Channel:  27\n",
      "Cell_id:  8\n",
      "Number of spikes: 935\n",
      "==============================================\n",
      "Session_id:  CS54_126\n",
      "Channel:  29\n",
      "Cell_id:  9\n",
      "Number of spikes: 1935\n",
      "==============================================\n",
      "Session_id:  CS54_126\n",
      "Channel:  30\n",
      "Cell_id:  10\n",
      "Number of spikes: 5971\n",
      "==============================================\n",
      "Session_id:  CS54_126\n",
      "Channel:  30\n",
      "Cell_id:  10\n",
      "Number of spikes: 1654\n",
      "==============================================\n",
      "Session_id:  CS54_126\n",
      "Channel:  31\n",
      "Cell_id:  11\n",
      "Number of spikes: 876\n",
      "==============================================\n",
      "Session_id:  CS54_126\n",
      "Channel:  31\n",
      "Cell_id:  11\n",
      "Number of spikes: 2243\n",
      "==============================================\n",
      "Session_id:  CS54_126\n",
      "Channel:  31\n",
      "Cell_id:  11\n",
      "Number of spikes: 2182\n",
      "==============================================\n",
      "Session_id:  CS54_126\n",
      "Channel:  32\n",
      "Cell_id:  12\n",
      "Number of spikes: 854\n",
      "==============================================\n",
      "Session_id:  CS54_126\n",
      "Channel:  32\n",
      "Cell_id:  12\n",
      "Number of spikes: 323\n",
      "==============================================\n",
      "Session_id:  CS54_126\n",
      "Channel:  32\n",
      "Cell_id:  12\n",
      "Number of spikes: 1255\n",
      "==============================================\n",
      "Session_id:  CS54_126\n",
      "Channel:  50\n",
      "Cell_id:  13\n",
      "Number of spikes: 874\n",
      "==============================================\n",
      "Session_id:  CS54_126\n",
      "Channel:  61\n",
      "Cell_id:  14\n",
      "Number of spikes: 3217\n",
      "Processing..:  CS54_126  17   950\n",
      "Processing..:  CS54_126  17   953\n",
      "Processing..:  CS54_126  18   1017\n",
      "Processing..:  CS54_126  18   1033\n",
      "Processing..:  CS54_126  18   1034\n",
      "Processing..:  CS54_126  19   2283\n",
      "Processing..:  CS54_126  19   2301\n",
      "Processing..:  CS54_126  19   2330\n",
      "Processing..:  CS54_126  20   1169\n",
      "Processing..:  CS54_126  20   1191\n",
      "Processing..:  CS54_126  20   1197\n",
      "Processing..:  CS54_126  21   1116\n",
      "Processing..:  CS54_126  21   1187\n",
      "Processing..:  CS54_126  21   1199\n",
      "Processing..:  CS54_126  22   1193\n",
      "Processing..:  CS54_126  22   1310\n",
      "Processing..:  CS54_126  22   1363\n",
      "Processing..:  CS54_126  24   1159\n",
      "Processing..:  CS54_126  24   1160\n",
      "Processing..:  CS54_126  24   1211\n",
      "Processing..:  CS54_126  25   1172\n",
      "Processing..:  CS54_126  25   1397\n",
      "Processing..:  CS54_126  27   1265\n",
      "Processing..:  CS54_126  29   1264\n",
      "Processing..:  CS54_126  30   1576\n",
      "Processing..:  CS54_126  30   1603\n",
      "Processing..:  CS54_126  31   1147\n",
      "Processing..:  CS54_126  31   1413\n",
      "Processing..:  CS54_126  31   1511\n",
      "Processing..:  CS54_126  32   1393\n",
      "Processing..:  CS54_126  32   1409\n",
      "Processing..:  CS54_126  32   1478\n",
      "Processing..:  CS54_126  50   354\n",
      "Processing..:  CS54_126  61   1013\n",
      "==============================================\n",
      "Session_id:  CS55_127\n",
      "Channel:  145\n",
      "Cell_id:  0\n",
      "Number of spikes: 66\n",
      "==============================================\n",
      "Session_id:  CS55_127\n",
      "Channel:  145\n",
      "Cell_id:  0\n",
      "Number of spikes: 6152\n",
      "==============================================\n",
      "Session_id:  CS55_127\n",
      "Channel:  146\n",
      "Cell_id:  1\n",
      "Number of spikes: 109\n",
      "==============================================\n",
      "Session_id:  CS55_127\n",
      "Channel:  146\n",
      "Cell_id:  1\n",
      "Number of spikes: 2176\n",
      "==============================================\n",
      "Session_id:  CS55_127\n",
      "Channel:  151\n",
      "Cell_id:  2\n",
      "Number of spikes: 914\n",
      "==============================================\n",
      "Session_id:  CS55_127\n",
      "Channel:  153\n",
      "Cell_id:  3\n",
      "Number of spikes: 2897\n",
      "==============================================\n",
      "Session_id:  CS55_127\n",
      "Channel:  158\n",
      "Cell_id:  4\n",
      "Number of spikes: 2761\n",
      "==============================================\n",
      "Session_id:  CS55_127\n",
      "Channel:  160\n",
      "Cell_id:  5\n",
      "Number of spikes: 3024\n",
      "Processing..:  CS55_127  145   934\n",
      "Processing..:  CS55_127  145   1400\n",
      "Processing..:  CS55_127  146   561\n",
      "Processing..:  CS55_127  146   953\n",
      "Processing..:  CS55_127  151   795\n",
      "Processing..:  CS55_127  153   445\n",
      "Processing..:  CS55_127  158   561\n",
      "Processing..:  CS55_127  160   558\n",
      "==============================================\n",
      "Session_id:  CS56_128\n",
      "Channel:  145\n",
      "Cell_id:  0\n",
      "Number of spikes: 5887\n",
      "==============================================\n",
      "Session_id:  CS56_128\n",
      "Channel:  146\n",
      "Cell_id:  1\n",
      "Number of spikes: 551\n",
      "==============================================\n",
      "Session_id:  CS56_128\n",
      "Channel:  154\n",
      "Cell_id:  2\n",
      "Number of spikes: 1632\n",
      "==============================================\n",
      "Session_id:  CS56_128\n",
      "Channel:  158\n",
      "Cell_id:  3\n",
      "Number of spikes: 3058\n",
      "==============================================\n",
      "Session_id:  CS56_128\n",
      "Channel:  177\n",
      "Cell_id:  4\n",
      "Number of spikes: 164\n",
      "==============================================\n",
      "Session_id:  CS56_128\n",
      "Channel:  178\n",
      "Cell_id:  5\n",
      "Number of spikes: 992\n",
      "==============================================\n",
      "Session_id:  CS56_128\n",
      "Channel:  180\n",
      "Cell_id:  6\n",
      "Number of spikes: 494\n",
      "Processing..:  CS56_128  145   1075\n",
      "Processing..:  CS56_128  146   203\n",
      "Processing..:  CS56_128  154   316\n",
      "Processing..:  CS56_128  158   603\n",
      "Processing..:  CS56_128  177   265\n",
      "Processing..:  CS56_128  178   248\n",
      "Processing..:  CS56_128  180   395\n",
      "==============================================\n",
      "Session_id:  CS57_130\n",
      "Channel:  148\n",
      "Cell_id:  0\n",
      "Number of spikes: 10233\n",
      "==============================================\n",
      "Session_id:  CS57_130\n",
      "Channel:  150\n",
      "Cell_id:  1\n",
      "Number of spikes: 6049\n",
      "==============================================\n",
      "Session_id:  CS57_130\n",
      "Channel:  151\n",
      "Cell_id:  2\n",
      "Number of spikes: 3783\n",
      "==============================================\n",
      "Session_id:  CS57_130\n",
      "Channel:  154\n",
      "Cell_id:  3\n",
      "Number of spikes: 6716\n",
      "==============================================\n",
      "Session_id:  CS57_130\n",
      "Channel:  155\n",
      "Cell_id:  4\n",
      "Number of spikes: 6193\n",
      "==============================================\n",
      "Session_id:  CS57_130\n",
      "Channel:  157\n",
      "Cell_id:  5\n",
      "Number of spikes: 2958\n",
      "==============================================\n",
      "Session_id:  CS57_130\n",
      "Channel:  158\n",
      "Cell_id:  6\n",
      "Number of spikes: 9324\n",
      "==============================================\n",
      "Session_id:  CS57_130\n",
      "Channel:  158\n",
      "Cell_id:  6\n",
      "Number of spikes: 7843\n",
      "==============================================\n",
      "Session_id:  CS57_130\n",
      "Channel:  177\n",
      "Cell_id:  7\n",
      "Number of spikes: 6620\n",
      "==============================================\n",
      "Session_id:  CS57_130\n",
      "Channel:  177\n",
      "Cell_id:  7\n",
      "Number of spikes: 3151\n",
      "==============================================\n",
      "Session_id:  CS57_130\n",
      "Channel:  181\n",
      "Cell_id:  8\n",
      "Number of spikes: 1369\n",
      "==============================================\n",
      "Session_id:  CS57_130\n",
      "Channel:  182\n",
      "Cell_id:  9\n",
      "Number of spikes: 610\n",
      "==============================================\n",
      "Session_id:  CS57_130\n",
      "Channel:  182\n",
      "Cell_id:  9\n",
      "Number of spikes: 715\n",
      "==============================================\n",
      "Session_id:  CS57_130\n",
      "Channel:  184\n",
      "Cell_id:  10\n",
      "Number of spikes: 725\n",
      "==============================================\n",
      "Session_id:  CS57_130\n",
      "Channel:  184\n",
      "Cell_id:  10\n",
      "Number of spikes: 267\n",
      "==============================================\n",
      "Session_id:  CS57_130\n",
      "Channel:  184\n",
      "Cell_id:  10\n",
      "Number of spikes: 1239\n",
      "Processing..:  CS57_130  148   1466\n",
      "Processing..:  CS57_130  150   1360\n",
      "Processing..:  CS57_130  151   841\n",
      "Processing..:  CS57_130  154   1128\n",
      "Processing..:  CS57_130  155   1005\n",
      "Processing..:  CS57_130  157   781\n",
      "Processing..:  CS57_130  158   1229\n",
      "Processing..:  CS57_130  158   1263\n",
      "Processing..:  CS57_130  177   1128\n",
      "Processing..:  CS57_130  177   1188\n",
      "Processing..:  CS57_130  181   353\n",
      "Processing..:  CS57_130  182   277\n",
      "Processing..:  CS57_130  182   292\n",
      "Processing..:  CS57_130  184   476\n",
      "Processing..:  CS57_130  184   480\n",
      "Processing..:  CS57_130  184   498\n",
      "==============================================\n",
      "Session_id:  CS57_131\n",
      "Channel:  147\n",
      "Cell_id:  0\n",
      "Number of spikes: 947\n",
      "==============================================\n",
      "Session_id:  CS57_131\n",
      "Channel:  149\n",
      "Cell_id:  1\n",
      "Number of spikes: 1971\n",
      "==============================================\n",
      "Session_id:  CS57_131\n",
      "Channel:  158\n",
      "Cell_id:  2\n",
      "Number of spikes: 4873\n",
      "==============================================\n",
      "Session_id:  CS57_131\n",
      "Channel:  177\n",
      "Cell_id:  3\n",
      "Number of spikes: 2180\n",
      "==============================================\n",
      "Session_id:  CS57_131\n",
      "Channel:  178\n",
      "Cell_id:  4\n",
      "Number of spikes: 1001\n",
      "==============================================\n",
      "Session_id:  CS57_131\n",
      "Channel:  179\n",
      "Cell_id:  5\n",
      "Number of spikes: 956\n",
      "==============================================\n",
      "Session_id:  CS57_131\n",
      "Channel:  182\n",
      "Cell_id:  6\n",
      "Number of spikes: 992\n",
      "==============================================\n",
      "Session_id:  CS57_131\n",
      "Channel:  183\n",
      "Cell_id:  7\n",
      "Number of spikes: 1398\n",
      "==============================================\n",
      "Session_id:  CS57_131\n",
      "Channel:  183\n",
      "Cell_id:  7\n",
      "Number of spikes: 8365\n",
      "==============================================\n",
      "Session_id:  CS57_131\n",
      "Channel:  183\n",
      "Cell_id:  7\n",
      "Number of spikes: 1400\n",
      "==============================================\n",
      "Session_id:  CS57_131\n",
      "Channel:  184\n",
      "Cell_id:  8\n",
      "Number of spikes: 1081\n",
      "Processing..:  CS57_131  147   343\n",
      "Processing..:  CS57_131  149   488\n",
      "Processing..:  CS57_131  158   738\n",
      "Processing..:  CS57_131  177   535\n",
      "Processing..:  CS57_131  178   275\n",
      "Processing..:  CS57_131  179   605\n",
      "Processing..:  CS57_131  182   281\n",
      "Processing..:  CS57_131  183   1286\n",
      "Processing..:  CS57_131  183   1422\n",
      "Processing..:  CS57_131  183   1465\n",
      "Processing..:  CS57_131  184   386\n",
      "==============================================\n",
      "Session_id:  CS58_132\n",
      "Channel:  146\n",
      "Cell_id:  0\n",
      "Number of spikes: 1037\n",
      "==============================================\n",
      "Session_id:  CS58_132\n",
      "Channel:  148\n",
      "Cell_id:  1\n",
      "Number of spikes: 1365\n",
      "==============================================\n",
      "Session_id:  CS58_132\n",
      "Channel:  149\n",
      "Cell_id:  2\n",
      "Number of spikes: 2324\n",
      "==============================================\n",
      "Session_id:  CS58_132\n",
      "Channel:  150\n",
      "Cell_id:  3\n",
      "Number of spikes: 3589\n",
      "==============================================\n",
      "Session_id:  CS58_132\n",
      "Channel:  177\n",
      "Cell_id:  4\n",
      "Number of spikes: 722\n",
      "==============================================\n",
      "Session_id:  CS58_132\n",
      "Channel:  181\n",
      "Cell_id:  5\n",
      "Number of spikes: 5699\n",
      "==============================================\n",
      "Session_id:  CS58_132\n",
      "Channel:  182\n",
      "Cell_id:  6\n",
      "Number of spikes: 937\n",
      "==============================================\n",
      "Session_id:  CS58_132\n",
      "Channel:  183\n",
      "Cell_id:  7\n",
      "Number of spikes: 749\n",
      "Processing..:  CS58_132  146   614\n",
      "Processing..:  CS58_132  148   776\n",
      "Processing..:  CS58_132  149   821\n",
      "Processing..:  CS58_132  150   1093\n",
      "Processing..:  CS58_132  177   551\n",
      "Processing..:  CS58_132  181   1422\n",
      "Processing..:  CS58_132  182   527\n",
      "Processing..:  CS58_132  183   529\n",
      "==============================================\n",
      "Session_id:  CS58_133\n",
      "Channel:  150\n",
      "Cell_id:  0\n",
      "Number of spikes: 3643\n",
      "==============================================\n",
      "Session_id:  CS58_133\n",
      "Channel:  151\n",
      "Cell_id:  1\n",
      "Number of spikes: 1134\n",
      "Processing..:  CS58_133  150   885\n",
      "Processing..:  CS58_133  151   602\n",
      "==============================================\n",
      "Session_id:  CS60_134\n",
      "Channel:  177\n",
      "Cell_id:  0\n",
      "Number of spikes: 1330\n",
      "==============================================\n",
      "Session_id:  CS60_134\n",
      "Channel:  178\n",
      "Cell_id:  1\n",
      "Number of spikes: 833\n",
      "==============================================\n",
      "Session_id:  CS60_134\n",
      "Channel:  178\n",
      "Cell_id:  1\n",
      "Number of spikes: 711\n",
      "==============================================\n",
      "Session_id:  CS60_134\n",
      "Channel:  178\n",
      "Cell_id:  1\n",
      "Number of spikes: 1619\n",
      "==============================================\n",
      "Session_id:  CS60_134\n",
      "Channel:  179\n",
      "Cell_id:  2\n",
      "Number of spikes: 3368\n",
      "==============================================\n",
      "Session_id:  CS60_134\n",
      "Channel:  180\n",
      "Cell_id:  3\n",
      "Number of spikes: 2771\n",
      "==============================================\n",
      "Session_id:  CS60_134\n",
      "Channel:  182\n",
      "Cell_id:  4\n",
      "Number of spikes: 2463\n",
      "==============================================\n",
      "Session_id:  CS60_134\n",
      "Channel:  182\n",
      "Cell_id:  4\n",
      "Number of spikes: 2585\n",
      "==============================================\n",
      "Session_id:  CS60_134\n",
      "Channel:  183\n",
      "Cell_id:  5\n",
      "Number of spikes: 953\n",
      "==============================================\n",
      "Session_id:  CS60_134\n",
      "Channel:  183\n",
      "Cell_id:  5\n",
      "Number of spikes: 2421\n",
      "==============================================\n",
      "Session_id:  CS60_134\n",
      "Channel:  184\n",
      "Cell_id:  6\n",
      "Number of spikes: 974\n",
      "==============================================\n",
      "Session_id:  CS60_134\n",
      "Channel:  184\n",
      "Cell_id:  6\n",
      "Number of spikes: 2290\n",
      "==============================================\n",
      "Session_id:  CS60_134\n",
      "Channel:  184\n",
      "Cell_id:  6\n",
      "Number of spikes: 3311\n",
      "==============================================\n",
      "Session_id:  CS60_134\n",
      "Channel:  192\n",
      "Cell_id:  7\n",
      "Number of spikes: 3194\n",
      "Processing..:  CS60_134  177   711\n",
      "Processing..:  CS60_134  178   992\n",
      "Processing..:  CS60_134  178   1022\n",
      "Processing..:  CS60_134  178   1049\n",
      "Processing..:  CS60_134  179   1200\n",
      "Processing..:  CS60_134  180   868\n",
      "Processing..:  CS60_134  182   1038\n",
      "Processing..:  CS60_134  182   1052\n",
      "Processing..:  CS60_134  183   920\n",
      "Processing..:  CS60_134  183   929\n",
      "Processing..:  CS60_134  184   1049\n",
      "Processing..:  CS60_134  184   1094\n",
      "Processing..:  CS60_134  184   1186\n",
      "Processing..:  CS60_134  192   771\n",
      "==============================================\n",
      "Session_id:  CS61_135\n",
      "Channel:  146\n",
      "Cell_id:  0\n",
      "Number of spikes: 1806\n",
      "==============================================\n",
      "Session_id:  CS61_135\n",
      "Channel:  149\n",
      "Cell_id:  1\n",
      "Number of spikes: 6219\n",
      "==============================================\n",
      "Session_id:  CS61_135\n",
      "Channel:  150\n",
      "Cell_id:  2\n",
      "Number of spikes: 1029\n",
      "==============================================\n",
      "Session_id:  CS61_135\n",
      "Channel:  151\n",
      "Cell_id:  3\n",
      "Number of spikes: 2203\n",
      "==============================================\n",
      "Session_id:  CS61_135\n",
      "Channel:  151\n",
      "Cell_id:  3\n",
      "Number of spikes: 4810\n",
      "==============================================\n",
      "Session_id:  CS61_135\n",
      "Channel:  152\n",
      "Cell_id:  4\n",
      "Number of spikes: 3004\n",
      "==============================================\n",
      "Session_id:  CS61_135\n",
      "Channel:  184\n",
      "Cell_id:  5\n",
      "Number of spikes: 2773\n",
      "==============================================\n",
      "Session_id:  CS61_135\n",
      "Channel:  185\n",
      "Cell_id:  6\n",
      "Number of spikes: 1949\n",
      "==============================================\n",
      "Session_id:  CS61_135\n",
      "Channel:  186\n",
      "Cell_id:  7\n",
      "Number of spikes: 807\n",
      "==============================================\n",
      "Session_id:  CS61_135\n",
      "Channel:  188\n",
      "Cell_id:  8\n",
      "Number of spikes: 1984\n",
      "==============================================\n",
      "Session_id:  CS61_135\n",
      "Channel:  189\n",
      "Cell_id:  9\n",
      "Number of spikes: 11710\n",
      "==============================================\n",
      "Session_id:  CS61_135\n",
      "Channel:  191\n",
      "Cell_id:  10\n",
      "Number of spikes: 1516\n",
      "==============================================\n",
      "Session_id:  CS61_135\n",
      "Channel:  192\n",
      "Cell_id:  11\n",
      "Number of spikes: 899\n",
      "Processing..:  CS61_135  146   631\n",
      "Processing..:  CS61_135  149   1614\n",
      "Processing..:  CS61_135  150   695\n",
      "Processing..:  CS61_135  151   1438\n",
      "Processing..:  CS61_135  151   1444\n",
      "Processing..:  CS61_135  152   1156\n",
      "Processing..:  CS61_135  184   610\n",
      "Processing..:  CS61_135  185   631\n",
      "Processing..:  CS61_135  186   462\n",
      "Processing..:  CS61_135  188   583\n",
      "Processing..:  CS61_135  189   2188\n",
      "Processing..:  CS61_135  191   505\n",
      "Processing..:  CS61_135  192   425\n",
      "==============================================\n",
      "Session_id:  CS62_136\n",
      "Channel:  153\n",
      "Cell_id:  0\n",
      "Number of spikes: 797\n",
      "==============================================\n",
      "Session_id:  CS62_136\n",
      "Channel:  153\n",
      "Cell_id:  0\n",
      "Number of spikes: 891\n",
      "==============================================\n",
      "Session_id:  CS62_136\n",
      "Channel:  153\n",
      "Cell_id:  0\n",
      "Number of spikes: 3565\n",
      "==============================================\n",
      "Session_id:  CS62_136\n",
      "Channel:  154\n",
      "Cell_id:  1\n",
      "Number of spikes: 1478\n",
      "==============================================\n",
      "Session_id:  CS62_136\n",
      "Channel:  155\n",
      "Cell_id:  2\n",
      "Number of spikes: 5356\n",
      "==============================================\n",
      "Session_id:  CS62_136\n",
      "Channel:  155\n",
      "Cell_id:  2\n",
      "Number of spikes: 2028\n",
      "==============================================\n",
      "Session_id:  CS62_136\n",
      "Channel:  156\n",
      "Cell_id:  3\n",
      "Number of spikes: 3611\n",
      "==============================================\n",
      "Session_id:  CS62_136\n",
      "Channel:  158\n",
      "Cell_id:  4\n",
      "Number of spikes: 807\n",
      "==============================================\n",
      "Session_id:  CS62_136\n",
      "Channel:  158\n",
      "Cell_id:  4\n",
      "Number of spikes: 4441\n",
      "==============================================\n",
      "Session_id:  CS62_136\n",
      "Channel:  159\n",
      "Cell_id:  5\n",
      "Number of spikes: 1450\n",
      "==============================================\n",
      "Session_id:  CS62_136\n",
      "Channel:  160\n",
      "Cell_id:  6\n",
      "Number of spikes: 2007\n",
      "==============================================\n",
      "Session_id:  CS62_136\n",
      "Channel:  185\n",
      "Cell_id:  7\n",
      "Number of spikes: 806\n",
      "==============================================\n",
      "Session_id:  CS62_136\n",
      "Channel:  192\n",
      "Cell_id:  8\n",
      "Number of spikes: 1690\n",
      "Processing..:  CS62_136  153   1534\n",
      "Processing..:  CS62_136  153   1542\n",
      "Processing..:  CS62_136  153   1620\n",
      "Processing..:  CS62_136  154   552\n",
      "Processing..:  CS62_136  155   1874\n",
      "Processing..:  CS62_136  155   1910\n",
      "Processing..:  CS62_136  156   924\n",
      "Processing..:  CS62_136  158   1163\n",
      "Processing..:  CS62_136  158   1219\n",
      "Processing..:  CS62_136  159   523\n",
      "Processing..:  CS62_136  160   779\n",
      "Processing..:  CS62_136  185   337\n",
      "Processing..:  CS62_136  192   382\n",
      "==============================================\n",
      "Session_id:  T88_2001\n",
      "Channel:  42\n",
      "Cell_id:  0\n",
      "Number of spikes: 9394\n",
      "==============================================\n",
      "Session_id:  T88_2001\n",
      "Channel:  43\n",
      "Cell_id:  1\n",
      "Number of spikes: 1396\n",
      "==============================================\n",
      "Session_id:  T88_2001\n",
      "Channel:  44\n",
      "Cell_id:  2\n",
      "Number of spikes: 9091\n",
      "==============================================\n",
      "Session_id:  T88_2001\n",
      "Channel:  45\n",
      "Cell_id:  3\n",
      "Number of spikes: 5628\n",
      "==============================================\n",
      "Session_id:  T88_2001\n",
      "Channel:  46\n",
      "Cell_id:  4\n",
      "Number of spikes: 15287\n",
      "==============================================\n",
      "Session_id:  T88_2001\n",
      "Channel:  47\n",
      "Cell_id:  5\n",
      "Number of spikes: 3620\n",
      "==============================================\n",
      "Session_id:  T88_2001\n",
      "Channel:  47\n",
      "Cell_id:  5\n",
      "Number of spikes: 5363\n",
      "==============================================\n",
      "Session_id:  T88_2001\n",
      "Channel:  47\n",
      "Cell_id:  5\n",
      "Number of spikes: 3579\n",
      "==============================================\n",
      "Session_id:  T88_2001\n",
      "Channel:  48\n",
      "Cell_id:  6\n",
      "Number of spikes: 2788\n",
      "Processing..:  T88_2001  42   865\n",
      "Processing..:  T88_2001  43   1152\n",
      "Processing..:  T88_2001  44   1563\n",
      "Processing..:  T88_2001  45   1387\n",
      "Processing..:  T88_2001  46   1495\n",
      "Processing..:  T88_2001  47   1198\n",
      "Processing..:  T88_2001  47   1223\n",
      "Processing..:  T88_2001  47   1225\n",
      "Processing..:  T88_2001  48   1263\n",
      "==============================================\n",
      "Session_id:  T88_2002\n",
      "Channel:  7\n",
      "Cell_id:  0\n",
      "Number of spikes: 2429\n",
      "==============================================\n",
      "Session_id:  T88_2002\n",
      "Channel:  46\n",
      "Cell_id:  1\n",
      "Number of spikes: 1341\n",
      "==============================================\n",
      "Session_id:  T88_2002\n",
      "Channel:  47\n",
      "Cell_id:  2\n",
      "Number of spikes: 5762\n",
      "==============================================\n",
      "Session_id:  T88_2002\n",
      "Channel:  48\n",
      "Cell_id:  3\n",
      "Number of spikes: 1774\n",
      "Processing..:  T88_2002  7   1500\n",
      "Processing..:  T88_2002  46   1481\n",
      "Processing..:  T88_2002  47   1279\n",
      "Processing..:  T88_2002  48   1534\n",
      "==============================================\n",
      "Session_id:  T89_2004\n",
      "Channel:  12\n",
      "Cell_id:  0\n",
      "Number of spikes: 2504\n",
      "==============================================\n",
      "Session_id:  T89_2004\n",
      "Channel:  12\n",
      "Cell_id:  0\n",
      "Number of spikes: 319\n",
      "==============================================\n",
      "Session_id:  T89_2004\n",
      "Channel:  12\n",
      "Cell_id:  0\n",
      "Number of spikes: 1408\n",
      "==============================================\n",
      "Session_id:  T89_2004\n",
      "Channel:  13\n",
      "Cell_id:  1\n",
      "Number of spikes: 295\n",
      "==============================================\n",
      "Session_id:  T89_2004\n",
      "Channel:  13\n",
      "Cell_id:  1\n",
      "Number of spikes: 2588\n",
      "==============================================\n",
      "Session_id:  T89_2004\n",
      "Channel:  15\n",
      "Cell_id:  2\n",
      "Number of spikes: 1359\n",
      "==============================================\n",
      "Session_id:  T89_2004\n",
      "Channel:  15\n",
      "Cell_id:  2\n",
      "Number of spikes: 1775\n",
      "==============================================\n",
      "Session_id:  T89_2004\n",
      "Channel:  15\n",
      "Cell_id:  2\n",
      "Number of spikes: 5153\n",
      "==============================================\n",
      "Session_id:  T89_2004\n",
      "Channel:  15\n",
      "Cell_id:  2\n",
      "Number of spikes: 2834\n",
      "==============================================\n",
      "Session_id:  T89_2004\n",
      "Channel:  16\n",
      "Cell_id:  3\n",
      "Number of spikes: 684\n",
      "==============================================\n",
      "Session_id:  T89_2004\n",
      "Channel:  16\n",
      "Cell_id:  3\n",
      "Number of spikes: 503\n",
      "==============================================\n",
      "Session_id:  T89_2004\n",
      "Channel:  18\n",
      "Cell_id:  4\n",
      "Number of spikes: 146\n",
      "==============================================\n",
      "Session_id:  T89_2004\n",
      "Channel:  18\n",
      "Cell_id:  4\n",
      "Number of spikes: 1143\n",
      "==============================================\n",
      "Session_id:  T89_2004\n",
      "Channel:  19\n",
      "Cell_id:  5\n",
      "Number of spikes: 1585\n",
      "==============================================\n",
      "Session_id:  T89_2004\n",
      "Channel:  20\n",
      "Cell_id:  6\n",
      "Number of spikes: 2011\n",
      "==============================================\n",
      "Session_id:  T89_2004\n",
      "Channel:  21\n",
      "Cell_id:  7\n",
      "Number of spikes: 2961\n",
      "==============================================\n",
      "Session_id:  T89_2004\n",
      "Channel:  22\n",
      "Cell_id:  8\n",
      "Number of spikes: 1230\n",
      "==============================================\n",
      "Session_id:  T89_2004\n",
      "Channel:  22\n",
      "Cell_id:  8\n",
      "Number of spikes: 770\n",
      "==============================================\n",
      "Session_id:  T89_2004\n",
      "Channel:  23\n",
      "Cell_id:  9\n",
      "Number of spikes: 4535\n",
      "==============================================\n",
      "Session_id:  T89_2004\n",
      "Channel:  24\n",
      "Cell_id:  10\n",
      "Number of spikes: 2800\n",
      "==============================================\n",
      "Session_id:  T89_2004\n",
      "Channel:  29\n",
      "Cell_id:  11\n",
      "Number of spikes: 1437\n",
      "==============================================\n",
      "Session_id:  T89_2004\n",
      "Channel:  30\n",
      "Cell_id:  12\n",
      "Number of spikes: 7316\n",
      "==============================================\n",
      "Session_id:  T89_2004\n",
      "Channel:  31\n",
      "Cell_id:  13\n",
      "Number of spikes: 1338\n",
      "==============================================\n",
      "Session_id:  T89_2004\n",
      "Channel:  32\n",
      "Cell_id:  14\n",
      "Number of spikes: 1552\n",
      "==============================================\n",
      "Session_id:  T89_2004\n",
      "Channel:  42\n",
      "Cell_id:  15\n",
      "Number of spikes: 344\n",
      "==============================================\n",
      "Session_id:  T89_2004\n",
      "Channel:  58\n",
      "Cell_id:  16\n",
      "Number of spikes: 1414\n",
      "==============================================\n",
      "Session_id:  T89_2004\n",
      "Channel:  60\n",
      "Cell_id:  17\n",
      "Number of spikes: 4310\n",
      "==============================================\n",
      "Session_id:  T89_2004\n",
      "Channel:  68\n",
      "Cell_id:  18\n",
      "Number of spikes: 793\n",
      "==============================================\n",
      "Session_id:  T89_2004\n",
      "Channel:  74\n",
      "Cell_id:  19\n",
      "Number of spikes: 3706\n",
      "==============================================\n",
      "Session_id:  T89_2004\n",
      "Channel:  78\n",
      "Cell_id:  20\n",
      "Number of spikes: 766\n",
      "==============================================\n",
      "Session_id:  T89_2004\n",
      "Channel:  78\n",
      "Cell_id:  20\n",
      "Number of spikes: 1904\n",
      "Processing..:  T89_2004  12   941\n",
      "Processing..:  T89_2004  12   1195\n",
      "Processing..:  T89_2004  12   1219\n",
      "Processing..:  T89_2004  13   880\n",
      "Processing..:  T89_2004  13   914\n",
      "Processing..:  T89_2004  15   482\n",
      "Processing..:  T89_2004  15   715\n",
      "Processing..:  T89_2004  15   736\n",
      "Processing..:  T89_2004  15   737\n",
      "Processing..:  T89_2004  16   910\n",
      "Processing..:  T89_2004  16   1010\n",
      "Processing..:  T89_2004  18   696\n",
      "Processing..:  T89_2004  18   997\n",
      "Processing..:  T89_2004  19   659\n",
      "Processing..:  T89_2004  20   886\n",
      "Processing..:  T89_2004  21   1030\n",
      "Processing..:  T89_2004  22   930\n",
      "Processing..:  T89_2004  22   1031\n",
      "Processing..:  T89_2004  23   1118\n",
      "Processing..:  T89_2004  24   807\n",
      "Processing..:  T89_2004  29   458\n",
      "Processing..:  T89_2004  30   1127\n",
      "Processing..:  T89_2004  31   409\n",
      "Processing..:  T89_2004  32   595\n",
      "Processing..:  T89_2004  42   524\n",
      "Processing..:  T89_2004  58   824\n",
      "Processing..:  T89_2004  60   976\n",
      "Processing..:  T89_2004  68   226\n",
      "Processing..:  T89_2004  74   869\n",
      "Processing..:  T89_2004  78   704\n",
      "Processing..:  T89_2004  78   720\n",
      "==============================================\n",
      "Session_id:  T90_2003\n",
      "Channel:  13\n",
      "Cell_id:  0\n",
      "Number of spikes: 690\n",
      "==============================================\n",
      "Session_id:  T90_2003\n",
      "Channel:  59\n",
      "Cell_id:  1\n",
      "Number of spikes: 443\n",
      "==============================================\n",
      "Session_id:  T90_2003\n",
      "Channel:  59\n",
      "Cell_id:  1\n",
      "Number of spikes: 567\n",
      "==============================================\n",
      "Session_id:  T90_2003\n",
      "Channel:  60\n",
      "Cell_id:  2\n",
      "Number of spikes: 3692\n",
      "==============================================\n",
      "Session_id:  T90_2003\n",
      "Channel:  62\n",
      "Cell_id:  3\n",
      "Number of spikes: 572\n",
      "Processing..:  T90_2003  13   904\n",
      "Processing..:  T90_2003  59   371\n",
      "Processing..:  T90_2003  59   630\n",
      "Processing..:  T90_2003  60   1254\n",
      "Processing..:  T90_2003  62   1169\n",
      "==============================================\n",
      "Session_id:  T98_2005\n",
      "Channel:  146\n",
      "Cell_id:  0\n",
      "Number of spikes: 6246\n",
      "==============================================\n",
      "Session_id:  T98_2005\n",
      "Channel:  148\n",
      "Cell_id:  1\n",
      "Number of spikes: 2655\n",
      "==============================================\n",
      "Session_id:  T98_2005\n",
      "Channel:  149\n",
      "Cell_id:  2\n",
      "Number of spikes: 1684\n",
      "==============================================\n",
      "Session_id:  T98_2005\n",
      "Channel:  149\n",
      "Cell_id:  2\n",
      "Number of spikes: 710\n",
      "==============================================\n",
      "Session_id:  T98_2005\n",
      "Channel:  152\n",
      "Cell_id:  3\n",
      "Number of spikes: 3028\n",
      "==============================================\n",
      "Session_id:  T98_2005\n",
      "Channel:  194\n",
      "Cell_id:  4\n",
      "Number of spikes: 852\n",
      "==============================================\n",
      "Session_id:  T98_2005\n",
      "Channel:  194\n",
      "Cell_id:  4\n",
      "Number of spikes: 3776\n",
      "==============================================\n",
      "Session_id:  T98_2005\n",
      "Channel:  195\n",
      "Cell_id:  5\n",
      "Number of spikes: 2611\n",
      "==============================================\n",
      "Session_id:  T98_2005\n",
      "Channel:  197\n",
      "Cell_id:  6\n",
      "Number of spikes: 2483\n",
      "==============================================\n",
      "Session_id:  T98_2005\n",
      "Channel:  198\n",
      "Cell_id:  7\n",
      "Number of spikes: 2106\n",
      "==============================================\n",
      "Session_id:  T98_2005\n",
      "Channel:  200\n",
      "Cell_id:  8\n",
      "Number of spikes: 4876\n",
      "==============================================\n",
      "Session_id:  T98_2005\n",
      "Channel:  205\n",
      "Cell_id:  9\n",
      "Number of spikes: 850\n",
      "==============================================\n",
      "Session_id:  T98_2005\n",
      "Channel:  208\n",
      "Cell_id:  10\n",
      "Number of spikes: 2502\n",
      "Processing..:  T98_2005  146   2180\n",
      "Processing..:  T98_2005  148   781\n",
      "Processing..:  T98_2005  149   649\n",
      "Processing..:  T98_2005  149   653\n",
      "Processing..:  T98_2005  152   1420\n",
      "Processing..:  T98_2005  194   834\n",
      "Processing..:  T98_2005  194   855\n",
      "Processing..:  T98_2005  195   897\n",
      "Processing..:  T98_2005  197   462\n",
      "Processing..:  T98_2005  198   461\n",
      "Processing..:  T98_2005  200   704\n",
      "Processing..:  T98_2005  205   2136\n",
      "Processing..:  T98_2005  208   2276\n",
      "==============================================\n",
      "Session_id:  T100_2008\n",
      "Channel:  208\n",
      "Cell_id:  0\n",
      "Number of spikes: 1514\n",
      "Processing..:  T100_2008  208   1341\n",
      "==============================================\n",
      "Session_id:  T101_2011\n",
      "Channel:  131\n",
      "Cell_id:  0\n",
      "Number of spikes: 1425\n",
      "==============================================\n",
      "Session_id:  T101_2011\n",
      "Channel:  132\n",
      "Cell_id:  1\n",
      "Number of spikes: 1098\n",
      "==============================================\n",
      "Session_id:  T101_2011\n",
      "Channel:  133\n",
      "Cell_id:  2\n",
      "Number of spikes: 1687\n",
      "==============================================\n",
      "Session_id:  T101_2011\n",
      "Channel:  134\n",
      "Cell_id:  3\n",
      "Number of spikes: 3020\n",
      "==============================================\n",
      "Session_id:  T101_2011\n",
      "Channel:  135\n",
      "Cell_id:  4\n",
      "Number of spikes: 1622\n",
      "==============================================\n",
      "Session_id:  T101_2011\n",
      "Channel:  136\n",
      "Cell_id:  5\n",
      "Number of spikes: 1002\n",
      "==============================================\n",
      "Session_id:  T101_2011\n",
      "Channel:  196\n",
      "Cell_id:  6\n",
      "Number of spikes: 1512\n",
      "==============================================\n",
      "Session_id:  T101_2011\n",
      "Channel:  198\n",
      "Cell_id:  7\n",
      "Number of spikes: 699\n",
      "Processing..:  T101_2011  131   577\n",
      "Processing..:  T101_2011  132   268\n",
      "Processing..:  T101_2011  133   566\n",
      "Processing..:  T101_2011  134   941\n",
      "Processing..:  T101_2011  135   946\n",
      "Processing..:  T101_2011  136   907\n",
      "Processing..:  T101_2011  196   493\n",
      "Processing..:  T101_2011  198   356\n",
      "==============================================\n",
      "Session_id:  T103_2009\n",
      "Channel:  137\n",
      "Cell_id:  0\n",
      "Number of spikes: 1322\n",
      "==============================================\n",
      "Session_id:  T103_2009\n",
      "Channel:  140\n",
      "Cell_id:  1\n",
      "Number of spikes: 1963\n",
      "==============================================\n",
      "Session_id:  T103_2009\n",
      "Channel:  140\n",
      "Cell_id:  1\n",
      "Number of spikes: 1661\n",
      "Processing..:  T103_2009  137   1194\n",
      "Processing..:  T103_2009  140   352\n",
      "Processing..:  T103_2009  140   414\n",
      "==============================================\n",
      "Session_id:  T107_2007\n",
      "Channel:  155\n",
      "Cell_id:  0\n",
      "Number of spikes: 1414\n",
      "==============================================\n",
      "Session_id:  T107_2007\n",
      "Channel:  157\n",
      "Cell_id:  1\n",
      "Number of spikes: 2829\n",
      "==============================================\n",
      "Session_id:  T107_2007\n",
      "Channel:  159\n",
      "Cell_id:  2\n",
      "Number of spikes: 9948\n",
      "Processing..:  T107_2007  155   2293\n",
      "Processing..:  T107_2007  157   1965\n",
      "Processing..:  T107_2007  159   1749\n"
     ]
    }
   ],
   "source": [
    "\n",
    "#initialze the ConfigParser() class\n",
    "config = configparser.ConfigParser()\n",
    "\n",
    "#Get the path to the configuration file\n",
    "subjects_ini = os.path.join(os.path.dirname(os.path.dirname(os.path.dirname(single_neuron.__file__))),\n",
    "                                'defineNOsessions_release.ini')\n",
    "\n",
    "filename = subjects_ini\n",
    "#Read the config file\n",
    "try:\n",
    "    config.read(filename)\n",
    "    #print ('This file was successfully read: {}\\n'.format(filename))\n",
    "except:\n",
    "    print ('Failed to read the config file..')\n",
    "    print ('Does this file exist: {}'.format(os.path.exists(filename)))\n",
    "\n",
    "\n",
    "#Read the headers of the configuration file\n",
    "allSessions = config.sections()    \n",
    "\n",
    "dataDirectory = NWBFilePath\n",
    "\n",
    "totalNeurons = {} \n",
    "totalVSNeurons = {}\n",
    "totalMSNeurons = {}\n",
    "totaldualNeurons = {}\n",
    "aucAll = {}\n",
    "stats_all_X = np.zeros((len(allSessions), 7))\n",
    "stats_all_Y = np.zeros((len(allSessions), 7))\n",
    "accuracies_high = {}\n",
    "accuracies_low = {}\n",
    "\n",
    "index = 0\n",
    "\n",
    "for session in allSessions:\n",
    "    \n",
    "    session_file = helper.getpatientfile_fromINIfile(session, dataDirectory) # Session file = .nwb file\n",
    "\n",
    "    neurons = []\n",
    "    # Get neurons from nwbfile\n",
    "    try:\n",
    "        nwbfile = helper.read(session_file)\n",
    "    except ValueError as e:\n",
    "        raise Exception('Problem opening the file: {}', str(e))\n",
    "        continue\n",
    "    try:\n",
    "        temp = single_neuron.extract_neuron_data_from_nwb(nwbfile)\n",
    "    except IndexError as e:\n",
    "        raise Exception(\"Somehow catch this index error: {}\", str(e))\n",
    "        continue\n",
    "        \n",
    "    #Compute the AUC\n",
    "    stats_all = helper.cal_cumulative_d(nwbfile)\n",
    "    auc = helper.cal_auc(stats_all)\n",
    "    \n",
    "    # Find visually selective (VS) neurons and memory selective (MS) neurons\n",
    "    neurons = neurons + temp\n",
    "    vs_neurons = []\n",
    "    ms_neurons = []\n",
    "    dual_neurons = []\n",
    "\n",
    "    for neuron in neurons:\n",
    "        print('Processing..: ', str(neuron.session_id) + ' ', str(neuron.channel_id),' ', str(neuron.neuron_id))\n",
    "        if neuron.vs_test() < 0.05:\n",
    "            vs_neurons.append(neuron)\n",
    "        if neuron.ms_test(1000) < 0.05:\n",
    "            ms_neurons.append(neuron)\n",
    "        if (neuron.vs_test() < 0.05) & (neuron.ms_test(1000) < 0.05): \n",
    "            dual_neurons.append(neuron)\n",
    "            \n",
    "    totalNeurons[session] = neurons\n",
    "    totalVSNeurons[session] = vs_neurons\n",
    "    totalMSNeurons[session] = ms_neurons\n",
    "    totaldualNeurons[session] = dual_neurons\n",
    "    aucAll[session] = auc\n",
    "    \n",
    "    \n",
    "    x = stats_all[0:5, 4]\n",
    "    y = stats_all[0:5, 3]\n",
    "    \n",
    "    x = np.insert(x, 0, 0)\n",
    "    x = np.append(x, 1)\n",
    "    y = np.insert(y, 0, 0)\n",
    "    y = np.append(y, 1)\n",
    "    \n",
    "    stats_all_X[index] = x\n",
    "    stats_all_Y[index] = y\n",
    "    \n",
    "    index += 1\n",
    "\n",
    "    \n",
    "    #Get percent accuracy for each High and Low Confidence\n",
    "\n",
    "    recog_response = helper.extract_recog_responses(nwbfile)\n",
    "    is_included = helper.check_inclusion(recog_response, auc)\n",
    "    \n",
    "    if is_included:\n",
    "        ground_truth = helper.extract_new_old_label(nwbfile)\n",
    "        split_status, split_mode, ind_TP_high, ind_TP_low, ind_FP_high, ind_FP_low, ind_TN_high, \\\n",
    "        ind_TN_low, ind_FN_high, ind_FN_low, n_response = helper.dynamic_split(recog_response, ground_truth)\n",
    "        \n",
    "        nr_TN_high = len(ind_TN_high[0])\n",
    "        nr_TP_high = len(ind_TP_high[0])\n",
    "        nr_TN_all = len(ind_TN_high[0]) + len(ind_TN_low[0])\n",
    "        nr_TN_low = len(ind_TP_high[0]) + len(ind_TP_low[0])\n",
    "        nr_TP_low = len(ind_TP_low[0])\n",
    "        nr_TN_low = len(ind_TN_low[0])\n",
    "\n",
    "        nr_high_response = len(ind_TN_high[0]) + len(ind_TP_high[0]) + len(ind_FN_high[0]) + len(ind_FP_high[0])\n",
    "        nr_low_response = len(ind_TN_low[0]) + len(ind_TP_low[0]) + len(ind_FN_low[0]) + len(ind_FP_low[0])\n",
    "    \n",
    "        per_accuracy_high = (nr_TN_high + nr_TP_high) / nr_high_response\n",
    "        per_accuracy_low = (nr_TN_low + nr_TP_low) / nr_low_response\n",
    "\n",
    "        accuracies_high[session] = (per_accuracy_high*100)\n",
    "        accuracies_low[session] = (per_accuracy_low*100)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\chandravadn1\\AppData\\Local\\Continuum\\anaconda3\\lib\\site-packages\\scipy\\stats\\stats.py:1713: FutureWarning: Using a non-tuple sequence for multidimensional indexing is deprecated; use `arr[tuple(seq)]` instead of `arr[seq]`. In the future this will be interpreted as an array index, `arr[np.array(seq)]`, which will result either in an error or a different result.\n",
      "  return np.add.reduce(sorted[indexer] * weights, axis=axis) / sumval\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "Text(0.5,1,'High vs. Low Confidence')"
      ]
     },
     "execution_count": 67,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1368x360 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 360x360 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#Plotting \n",
    "\n",
    "fig, axes = plt.subplots(1,4, figsize = (19, 5))\n",
    "\n",
    "\n",
    "# ========== Subplot  (Plot AUC Histogram) ===============\n",
    "\n",
    "allSessions = np.array([int(i) for i in list(aucAll.keys())])\n",
    "CSsessions = allSessions[np.where(np.array(allSessions) < 2000)[0]]\n",
    "TWHsessions = allSessions[np.where(np.array(allSessions) > 2000)[0]]\n",
    "\n",
    "allCS_auc = []\n",
    "allTWH_auc = []\n",
    "for i in CSsessions: \n",
    "    allCS_auc.append(aucAll[str(i)])\n",
    "for i in TWHsessions: \n",
    "    allTWH_auc.append(aucAll[str(i)])\n",
    "\n",
    "#Plot (Figure 5)\n",
    "\n",
    "sns.distplot(allCS_auc, bins = 40, color = 'b', label = 'CS', ax = axes[0])\n",
    "sns.distplot(allTWH_auc, bins = 6,color = 'g', label = 'TWH', ax = axes[0])\n",
    "axes[0].set_ylabel('Number of sessions')\n",
    "axes[0].set_xlabel('AUC')\n",
    "axes[0].set_title('AUC')\n",
    "axes[0].legend()\n",
    "plt.tight_layout()\n",
    "\n",
    "\n",
    "\n",
    "# ================= Subplot (Units) =============================\n",
    "allSessions = np.array([int(i) for i in list(totalNeurons.keys())])\n",
    "CSsessions = allSessions[np.where(np.array(allSessions) < 2000)[0]]\n",
    "TWHsessions = allSessions[np.where(np.array(allSessions) > 2000)[0]]\n",
    "\n",
    "allCSNeurons = []\n",
    "allTWHNeurons = []\n",
    "for i in CSsessions: \n",
    "    allCSNeurons.append(len(totalNeurons[str(i)]))\n",
    "    \n",
    "for i in TWHsessions: \n",
    "    allTWHNeurons.append(len(totalNeurons[str(i)]))\n",
    "\n",
    "\n",
    "#Concatnate into List (both institutions)\n",
    "CS_inst = ['CS']*len(allCSNeurons)\n",
    "TWH_inst = ['TWH']*len(allTWHNeurons)\n",
    "all_inst = CS_inst + TWH_inst\n",
    "\n",
    "a = {'institution': all_inst, \"total Units\": allCSNeurons+allTWHNeurons}\n",
    "tips2 = pd.DataFrame(a)\n",
    "\n",
    "\n",
    "sns.catplot(x=\"institution\", y=\"total Units\", data=tips2, kind = 'violin', inner = None, edgecolor = 'none')\n",
    "sns.stripplot(x=\"institution\", y=\"total Units\", color=\"k\", size=4, data=tips2, edgecolor = 'none', jitter = True)\n",
    "\n",
    "# ==================== Subplot (ROC) ==================\n",
    "\n",
    "mean_X = np.mean(stats_all_X, axis = 0)\n",
    "mean_Y = np.mean(stats_all_Y, axis = 0)\n",
    "\n",
    "axes[1].plot(mean_X, mean_Y, color='blue', alpha=1, linewidth=2, markersize=10, marker = 'D')\n",
    "for i in range(0,len(stats_all_X)):\n",
    "    axes[1].plot(stats_all_X[i], stats_all_Y[i], color = 'grey', alpha=0.1, marker = '.')\n",
    "axes[1].set_ylim(0, 1)\n",
    "axes[1].set_xlim(0, 1)\n",
    "axes[1].set_title('ROC Curve')\n",
    "axes[1].set_xlabel('False Positive Rate')\n",
    "axes[1].set_ylabel('True Positive Rate')\n",
    "axes[1].plot([0, 1], [0, 1], color='black', alpha=0.5, linewidth=2)\n",
    "\n",
    "\n",
    "\n",
    "# =================== Subplot ================================\n",
    "percent_cells_CSMC, ticks_CSMC = (18.4, 7.7, 1.4), (.5, .5, .5)\n",
    "percent_cells_TWH, ticks_TWH = (19.4, 10.4, 1.3), (.5, .5, .5)\n",
    "percent_cells_All, ticks_All = (18.4, 7.8, 1.4), (.5, .5, .5)\n",
    "colors = [[.1, .3, .5], [.6, .9, 1], [.1, .3, .7], [.1, .3, .9]]\n",
    "\n",
    "ind = np.arange(len(percent_cells_CSMC))  # the x locations for the groups\n",
    "width = 0.26  # the width of the bars\n",
    "\n",
    "rects3 = axes[2].bar(ind - (width), percent_cells_All, width, yerr=ticks_All,\n",
    "                label='CS + TWH', Color = colors[0])\n",
    "rects1 = axes[2].bar(ind, percent_cells_CSMC, width, yerr=ticks_CSMC,\n",
    "                label='CSMC', Color = colors[1])\n",
    "rects2 = axes[2].bar(ind + (width), percent_cells_TWH, width, yerr=ticks_TWH,\n",
    "                label='TWH', Color = colors[3])\n",
    "\n",
    "\n",
    "# Add some text for labels, title and custom x-axis tick labels, etc.\n",
    "axes[2].set_ylabel('Percentage of total Neurons')\n",
    "axes[2].set_title('Distribution of Neurons')\n",
    "axes[2].set_xticks(ind)\n",
    "axes[2].set_xticklabels(('VS Neurons', 'MS Neurons', 'Dual VS/MS Neurons'))\n",
    "axes[2].legend()\n",
    "\n",
    "\n",
    "# ============== Subplot ================================\n",
    "allSessions = np.array([int(i) for i in list(accuracies_high.keys())])\n",
    "CSsessions = allSessions[np.where(np.array(allSessions) < 2000)[0]]\n",
    "TWHsessions = allSessions[np.where(np.array(allSessions) > 2000)[0]]\n",
    "\n",
    "\n",
    "CS_high_confidence = []\n",
    "CS_low_confidence = []\n",
    "TWH_high_confidence = []\n",
    "TWH_low_confidence = []\n",
    "\n",
    "for i in CSsessions: \n",
    "    CS_high_confidence.append(accuracies_high[str(i)])\n",
    "    CS_low_confidence.append(accuracies_low[str(i)])\n",
    "     \n",
    "for i in TWHsessions: \n",
    "    TWH_high_confidence.append(accuracies_high[str(i)])\n",
    "    TWH_low_confidence.append(accuracies_low[str(i)])\n",
    "  \n",
    "x_axis = ['High', 'Low']\n",
    "x_axis2 = ['High']\n",
    "axes[3].plot(x_axis, [CS_high_confidence[:], CS_low_confidence[:]], marker='o', color = 'blue', alpha = .2)\n",
    "axes[3].plot(x_axis, [TWH_high_confidence[:], TWH_low_confidence[:]], marker = 'o', color = 'green', alpha = .2)\n",
    "axes[3].plot(x_axis2, [70], 's', marker = 0, color = 'red', markersize = 20)\n",
    "axes[3].set_xlabel('Confidence')\n",
    "axes[3].set_ylabel('Accuracy (% correct)')\n",
    "axes[3].set_title('High vs. Low Confidence')\n",
    "\n"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}