Subject-Independent Brain-Computer Interfaces Based on Deep Convolutional Neural Networks - Kwon, O-Yeon; Lee, Min-Ho; Guan, Cuntai; Lee, Seong-Whan (IEEE transaction on neural networks and learning systems, 2020)
Keywords: Artificial neural networks; Band theory; Bayesian analysis; Brain; Brain modeling; Brain–computer interface (BCI); Calibration; convolutional neural networks (CNNs); Covariance matrix; deep learning (DL); EEG; Electrodes; Electroencephalography; electroencephalography (EEG); Embedding; Feature extraction; Filter banks; Frequencies; Frequency dependence; Human-computer interface; Imagery; Information theory; Interfaces; Mathematical models; Mental task performance; Model accuracy; motor imagery (MI); Neural networks; Optimization; Representations; Spectra; subject-independent; Task analysis