Self-Supervised Learning for Electroencephalography

 Decades of research have shown machine learning superiority in discovering highly nonlinear patterns embedded in electroencephalography (EEG) records compared with conventional statistical techniques. However, even the most advanced machine learning techniques require relatively large, labeled EEG repositories. EEG data collection and lab...

SSL methods EEG signals and brain function EEG pre-processing band-pass filtering SSL framework