Deep Learning in Automatic Sleep Staging With a Single Channel Electroencephalography

This study centers on automatic sleep staging with a single channel electroencephalography (EEG), with some significant findings for sleep staging. In this study, we proposed a deep learning-based network by integrating attention mechanism and bidirectional long short-term memory neural network (AT-...

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Detalles Bibliográficos
Autores principales: Fu, Mingyu, Wang, Yitian, Chen, Zixin, Li, Jin, Xu, Fengguo, Liu, Xinyu, Hou, Fengzhen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Physiology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7965953/
https://www.ncbi.nlm.nih.gov/pubmed/33746774
http://dx.doi.org/10.3389/fphys.2021.628502

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7965953/
https://www.ncbi.nlm.nih.gov/pubmed/33746774
http://dx.doi.org/10.3389/fphys.2021.628502

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