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p300-character-prediction

This repository contains code for a P300-based character prediction system. It uses EEG data to predict which row/column the user intends, based on the P300 ERP.

Features

  • Preprocessing with Savitzky-Golay filter and bandpass filtering
  • Automatic channel selection based on signal variance
  • Parallel processing using joblib for each trial
  • Confusion matrix visualization

Installation

pip install -r requirements.txt
# or conda install ...

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