Pupil dynamics-derived sleep stage classification of a head-fixed mouse using a recurrent neural network
Goh Kobayashi, Kenji F. Tanaka, Norio Takata
This paper classifies sleep stages in head-fixed mice using pupil dynamics and an LSTM model, achieving higher accuracy than a feed forward neural network.