Abstract
Electroencephalographic (EEG) data are recordings of the brain's electrical activity and have a wide range of applications, from medical diagnostics and assistive technologies to rehabilitation and entertainment devices. In this context, with the advancement of signal processing and machine learning techniques, one system that stands out is the direct communication pathway between the bra…