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

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

Abstract 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 info...

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Bibliographic Details
Main Authors: Taro Tezuka, Deependra Kumar, Sima Singh, Iyo Koyanagi, Toshie Naoi, Masanori Sakaguchi
Format: Article
Language:English
Published: Nature Publishing Group 2021-05-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-90332-1

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https://doi.org/10.1038/s41598-021-90332-1

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