A Deep Learning Approach with an Attention Mechanism for Automatic Sleep Stage Classification

Martin Längkvist, Amy Loutfi

Automatic sleep staging is a challenging problem and state-of-the-art algorithms have not yet reached satisfactory performance to be used instead of manual scoring by a sleep techn…