Automatic detection of microsleep episodes with deep learning

Alexander Malafeev, Anneke Hertig-Godeschalk, David R. Schreier +3

Brief fragments of sleep shorter than 15 s are defined as microsleep episodes (MSEs), often subjectively perceived as sleepiness. Their main characteristic is a slowing in frequenc…