Multimodal Ambulatory Sleep Detection Using LSTM Recurrent Neural Networks

摘要

Unobtrusive and accurate ambulatory methods are needed to monitor long-term sleep patterns for improving health. Previously developed ambulatory sleep detection methods rely either in whole or in part on self-reported diary data as ground truth, which is