METHOD OF CLASSIFYING ELECTRO-ENCEPHALOGRAM SIGNAL USING EIGENFACE AND APPARATUS PERFORMING THE SAME

摘要

A method of classifying an EEG signal according to an embodiment of the present invention includes the steps of extracting an EEG signal corresponding to a specific frequency band among EEG signals and generating an EEG image using the EEG signal, Extracting the eigenface from the brain wave image of the eigenface, extracting a specific eigenface of the eigenface, generating a eigenface space based on the specific eigenface to calculate the characteristics of the brain wave data, And classifying the EEG signal according to a result of performing machine learning using the EEG signal.