SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging - Phan, Huy; Andreotti, Fernando; Cooray, Navin; Chen, Oliver Y.; De Vos, Maarten (IEEE transactions on neural systems and rehabilitation engineering, 2019)
Keywords: Algorithms; Attention; Automatic sleep staging; Classification; Databases, Factual; Deep learning; Electroencephalography; Electroencephalography - statistics & numerical data; Electromyography; Electrooculography; end-to-end; hierarchical recurrent neural networks; Humans; Labels; Machine Learning; Modelling; Neural networks; Neural Networks, Computer; Polysomnography - statistics & numerical data; Recurrent neural networks; Reproducibility of Results; sequence-to-sequence; Sleep; Sleep Stages - physiology; Software; Source code; Training