A Matrix Determinant Feature Extraction Approach for Decoding Motor and Mental Imagery EEG in Subject-Specific Tasks - Sadiq, Muhammad Tariq; Yu, Xiaojun; Yuan, Zhaohui; Aziz, Muhammad Zulkifal; Siuly, Siuly; Ding, Weiping (IEEE transactions on cognitive and developmental systems, 2022)
Keywords: Artificial neural networks; Biomarkers; Biomedical imaging; Brain–computer interface (BCI); Classification; Datasets; Electroencephalography; electroencephalography (EEG); Feature extraction; Graphical user interface; Graphical user interfaces; Machine learning; matrix determinant; mental imagery; motor imagery (MI); multiscale principal component analysis (MSPCA); Neural networks; Physicians; Principal component analysis; Principal components analysis; Real-time systems; Task analysis