EEG signal classification

Training model for classification of EEG samples into motor imagery classes to be used for a simple Brain-Computer Interface.

Data:

Data has been taken from the dataset created and contributed to PhysioNet by the developers of the BCI2000 instrumentation system. To download the dataset:

• wget -r --no-parent --accept "*.edf" "http://www.physionet.org/pn4/eegmmidb/"
• mv www.physionet.org/pn4/eegmmidb data/

Dependencies:

• eegtools
• scikit-learn
• numpy
• scipy