A deep learning architecture for temporal sleep stage classification using multivariate and multimodal time series

Stanislas Chambon, Mathieu Galtier, Pierrick Arnal +2

Sleep stage classification constitutes an important preliminary exam in the diagnosis of sleep disorders. It is traditionally performed by a sleep expert who assigns to each 30s of…