Large-Scale Cortical Network Analysis and Classification of MI-BCI Tasks Based on Bayesian Nonnegative Matrix Factorization - Yu, Shiqi; Mao, Bin; Zhou, Yuanhang; Liu, Yunhong; Yi, Chanlin; Li, Fali; Yao, Dezhong; Xu, Peng; San Liang, X.; Zhang, Tao (IEEE transactions on neural systems and rehabilitation engineering, 2024)
Keywords: Adult; Algorithms; Bayes methods; Bayes Theorem; Bayesian analysis; Bayesian NMF; Biomarkers; Brain modeling; Brain-Computer Interfaces; Cerebral Cortex - physiology; Classification; Clustering; Electroencephalography; Electroencephalography - methods; Factorization; Feature extraction; Female; Frequencies; Functional Laterality - physiology; functional network connectivity; Hand - physiology; Hemispheric laterality; Human-computer interface; Humans; Imagination - physiology; large-scale network; Location awareness; machine learning; Male; Mental task performance; Motor imagery; Motors; Movement - physiology; Nerve Net - physiology; Network analysis; Sensorimotor system; Task analysis; Young Adult