Assessing the effectiveness of spatial PCA on SVM-based decoding of EEG data - Zhang, Guanghui; Carrasco, Carlos D.; Winsler, Kurt; Bahle, Brett; Cong, Fengyu; Luck, Steven J. (NeuroImage (Orlando, Fla.), 2024)
Keywords: Adult; Brain - physiology; Dimensionality reduction; EEG; Electroencephalography; Electroencephalography - methods; Event-related potentials; Evoked Potentials - physiology; Female; Group-based PCA; Humans; Male; Mismatch negativity; MVPA; Performance evaluation; Principal Component Analysis; Principal components analysis; Signal Processing, Computer-Assisted; Subject-based PCA; Support Vector Machine; Young Adult; Dimensionality reduction; Group-based PCA; Subject-based PCA; EEG; MVPA