Methods of Command Recognition Using Single-Channel EEGs
Methods of Command Recognition Using Single-Channel EEGs is a scholarly work, published in 2018 in ''International Journal of Information Sciences and Techniques''. The main subjects of the publication include independent component analysis, artificial intelligence, psychology, artificial neural network, brain–computer interface, speech recognition, channel, and computer science. The work compares three recognition methods, respectively, based on Gaussian mixture models, hidden Markov models and recurrent neural network, and conducts experiments using 2400 test EEG samples recorded from 10 subjects</p>.