Subject-Independent Functional Near-Infrared Spectroscopy-Based Brain–Computer Interfaces Based on Convolutional Neural Networks - Kwon, Jinuk; Im, Chang-Hwan (Frontiers in human neuroscience, 2021)
Keywords: Accuracy; Attention; binary communication; brain–computer interface; Calibration; Classification; convolutional neural network; Datasets; Deep learning; Discriminant analysis; Electroencephalography; functional near-infrared spectroscopy; Human Neuroscience; I.R. radiation; Infrared spectroscopy; Interfaces; Mathematics; Mental task performance; Neural networks; Performance evaluation; Spectrum analysis; deep learning; brain–computer interface; convolutional neural network; functional near-infrared spectroscopy; binary communication