Real-time, automatic, open-source sleep stage classification system using single EEG for mice

We developed a real-time sleep stage classification system with a convolutional neural network using only a one-channel electro-encephalogram source from mice and universally available features in any time-series data: raw signal, spectrum, and zeitgeber time. To accommodate historical information f...

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Detalles Bibliográficos
Autores principales: Tezuka, Taro, Kumar, Deependra, Singh, Sima, Koyanagi, Iyo, Naoi, Toshie, Sakaguchi, Masanori
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8160151/
https://www.ncbi.nlm.nih.gov/pubmed/34045518
http://dx.doi.org/10.1038/s41598-021-90332-1

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8160151/
https://www.ncbi.nlm.nih.gov/pubmed/34045518
http://dx.doi.org/10.1038/s41598-021-90332-1

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