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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...
| Autores principales: | , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Frontiers Media S.A.
2020
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| Materias: | |
| 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 |