DEVICE METHOD FOR CORRELATION COEFFICIENT BASED COGNITIVE TASK CLASSIFICATION USING DEMIXING EEG CHANNEL PAIR

摘要

Disclosed are an apparatus for generating a cognitive image classification model and a cognitive image classification apparatus. The cognitive image classification model generating apparatus includes a preprocessing unit for preprocessing an EEG signal, a feature extracting unit for extracting features from the preprocessed EEG signal, and a model generating unit for learning a classifier using features output from the feature extracting unit Including, the feature extraction unit extracts the correlation coefficient (Correlation Coeficient, CC) of the two electroencephalogram signals as features.