amardeep1508/itc2017

Code for paper "Application of Convolutional Neural Networks to Four-Class Motor Imagery Classification Problem"

About

"Application of Convolutional Neural Networks to Four-Class Motor Imagery Classification Problem"  
by Tomas Uktveris and Vacius Jusas

DOI: http://dx.doi.org/10.5755/j01.itc.46.2.17528

Requirements:

MATLAB 2016a or later w/ CUDA capable GPU.

Running

1. Download BCI IV 2008 EEG preprocessed data from: https://github.com/tomazas/icist2015/tree/master/data

2. Update path in config.m to point to the EEG data on disk

3. Launch an experiment in MATLAB: run experiment_cnn_xxxx.m

N.B. Some experiments take a long time to complete!

Results

Check ./cnn_results directory.