Aperiodic-Aware EEG Features for Cross-Subject Acute Sleep Deprivation Detection
. Acute sleep deprivation impairs vigilance and cognitive stability. Resting-state electroencephalography (EEG) is a potential approach, although traditional bandpower features may be confounded by broadband aperiodic activity. In this study, the authors assessed whether aperiodic-aware EEG characteristics could serve...