Binary classification of multi-channel EEG records based on the $\epsilon$-complexity of continuous vector functions

Boris Darkhovsky, Alexandra Piryatinska, Alexander Kaplan

A methodology for binary classification of EEG records which correspond to different mental states is proposed. This model-free methodology is based on our theory of the $\epsilon$-comple…