Computational Intelligence

This repo contains the project of the course "computational intelligence", instructed by Dr. Sepideh Hajipour. Here is a brief discription for each forlder:

The project purpose is to solve a BCI problem using pattern recognition on an EEG data and has two major phases:

Phase1

This phase of the project includes Feature extraction, Feature selection and Classification using neural networks (MLP,RBF).

Phase2

This phase of the project includes Feature extraction, Feature selection and Classification using

1. genetic algorithm (GA)
2. Particle Swarm Optimization (PSO)

Explanation

Each folder contain a main matlab code named "Phasex.mat" to run. The rest .mat files are the written and used funtions or saved nets.