This repo is self-contained for a motor learning skill classifier using ESNs on resting-state EEG. The current version is being tested using Matlab 2016b and EEGLab by UCSD. Each script contains sufficient description of what it does. Here I will mention some important ones to run the whole pipeline:
/data/processed
.cross_validate
is helping for selecting parameters using stratified-cross-validation. visuClass
and visuUnits
can come handy.[1]Mantas Lukosevicius. A practical guide to applying echo state networks. In Neural Networks: Tricks of the Trade, pages 659–686. Springer, 2012.