The Synaptic Physiology laboratory, led by Juan Lerma at the Institute for Neurosciences (IN), a joint center of the Spanish National Research Council (CSIC) and Miguel Hernández University (UMH) of ...

This paper proposes a deep-learning model for automated sleep stage scoring with single-channel EEG recordings that combines CNN and LSTM. Several of the methods in use today rely on qualities that ...

Scientists at The Jackson Laboratory (JAX) have developed mouse models that survive premature death and enable pre-clinical ...

Automatic sleep staging methods took an important role to improve the efficiency for sleep stage scoring. The performance of most methods were based on the assumption of consistent data distribution.