Classifying sleep-wake stages through recurrent neural networks using pulse oximetry signals

Ramiro Casal, Leandro E. Di Persia, Gastón Schlotthauer

The regulation of the autonomic nervous system changes with the sleep stages causing variations in the physiological variables. We exploit these changes with the aim of classifying…