EEG/LFP/EMG data from freely-behaving rats across the sleep/wake cycle (includes manual identification of behavioral state in 4s epochs)
| Main Authors: | Jacob G. Ellen, Michael B. Dash |
|---|---|
| Format: | info dataset Journal |
| Bahasa: | eng |
| Terbitan: |
, 2021
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| Subjects: | |
| Online Access: |
https://zenodo.org/record/5227351 |
Daftar Isi:
- Open-access data set that contains raw EEG/LFP/EMG data recorded from freely-behaving rats. 40 complete 24-hr recordings across 10 male, Sprague Dawley rats are included. Additionally, manual behavioral state classification is provided for all recordings in 4s epochs. These data form the testing and training set for a recently accepted article (Ellen J.G. and Dash, M.B. An automated neural network for automated behavioral state classification rats, peerJ (in press)) which details an open-source artificial neural network for automated classification of behavioral state. R-code for the automated classifier and detailed instructions for its implementation are freely available at: https://github.com/jellen44/AutomaticSleepScoringTool For additional details about the data set, please see the uploaded readme file.