Fully automatic REM sleep stage-specific intervention systems using single EEG in mice

Name: Fully automatic REM sleep stage-specific intervention systems using single EEG in mice
Creator: Iyo Koyanagagi
Published: 2023-11-10T13:37:27.496Z
Keywords: Artificial Intelligence, Mouse, Automatic Sleep Stage Detection, Electroencephalography, Sleep, Optogenetics, Deep Learning

Koyanagagi, Iyo; Tezuka, Taro; Yu, Jiahui; Srinivasan, Sakthivel; Naoi, Toshie; Yasugaki, Shinnosuke; Nakai, Ayaka; Taniguchi, Shimpei; Hayashi, Yu; Nakano, Yasushi; Sakaguchi, Masanori

doi:10.17632/y6gcdc85sf.1

Fully automatic REM sleep stage-specific intervention systems using single EEG in mice

Published: 10 November 2023| Version 1 | DOI: 10.17632/y6gcdc85sf.1

Contributors:

Iyo Koyanagagi, Taro Tezuka, Jiahui Yu, Sakthivel Srinivasan, Toshie Naoi, Shinnosuke Yasugaki, Ayaka Nakai, Shimpei Taniguchi, Yu Hayashi, Yasushi Nakano, Masanori Sakaguchi

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Raw data for the paper. Codes for UTSN-L2 are available at https://github.com/tarotez/sleepstages. EEG data for teacher data and tests are in the following link (Google drive). https://drive.google.com/drive/folders/1Y5IYUKw0ehcYPmQFP5jNHZoe4hW_dfUZ?usp=drive_link

Fully automatic REM sleep stage-specific intervention systems using single EEG in mice

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