Hyperlet Transform-Based Cognitive Load Assessment Using Single-Channel fNIRS Signals
Abstract Cognitive load assessment using functional nearinfrared spectroscopy (fNIRS) has gained increasing attention due to its non-invasive and high spatial resolution nature. However, reliable classification remains challenging due to non-stationary and nonlinear nature of haemodynamic signals. Conventional time-fre...