Classification of Left and Right Hand Motor Imagery Tasks Based on EEG Frequency Component Selection

In this paper, a method based on the time-frequency analysis of EEG frequency spectral Fisher-ratio is proposed to pre-select the most relevant movement-related EEG features. Within this method, combining EEG spectral time-frequency distribution with Fisher criterion, the detailed separability information of the frequency components between two classes of… CONTINUE READING