Automatic Sleep Staging Algorithm Based on Time Attention Mechanism

The most important part of sleep quality assessment is the automatic classification of sleep stages. Sleep staging is helpful in the diagnosis of sleep-related diseases. This study proposes an automatic sleep staging algorithm based on the time attention mechanism. Time-frequency and non-linear feat...

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Bibliographic Details
Main Authors: Li-Xiao Feng, Xin Li, Hong-Yu Wang, Wen-Yin Zheng, Yong-Qing Zhang, Dong-Rui Gao, Man-Qing Wang
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-08-01
Series:Frontiers in Human Neuroscience
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fnhum.2021.692054/full