Sleep Stage Classification Using Time-Frequency Spectra From Consecutive Multi-Time Points

Sleep stage classification is an open challenge in the field of sleep research. Considering the relatively small size of datasets used by previous studies, in this paper we used the Sleep Heart Health Study dataset from the National Sleep Research Resource database. A long short-term memory (LSTM) n...

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Detalles Bibliográficos
Autores principales: Xu, Ziliang, Yang, Xuejuan, Sun, Jinbo, Liu, Peng, Qin, Wei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6997491/
https://www.ncbi.nlm.nih.gov/pubmed/32047422
http://dx.doi.org/10.3389/fnins.2020.00014

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6997491/
https://www.ncbi.nlm.nih.gov/pubmed/32047422
http://dx.doi.org/10.3389/fnins.2020.00014

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