EEG/LFP/EMG data from freely-behaving rats across the sleep/wake cycle (includes manual identification of behavioral state in 4s epochs)

<p>Open-access data set that contains raw EEG/LFP/EMG data recorded from freely-behaving rats.&nbsp; 40 complete 24-hr recordings across 10 male, Sprague Dawley rats are included.&nbsp; Additionally, manual behavioral state classification is provided for all recordings in 4s epochs.&nbsp; These data form the testing and training set for a recently accepted article (Ellen J.G. and Dash, M.B.&nbsp; <em>An automated neural network for automated behavioral state classification rats</em>, peerJ (<em>in press)</em>) which details an open-source artificial neural network for automated classification of behavioral state.&nbsp; R-code for the automated classifier and detailed instructions for its implementation are&nbsp;freely available at:&nbsp;<a href="https://github.com/jellen44/AutomaticSleepScoringTool"><em>&nbsp;https://github.com/jellen44/AutomaticSleepScoringTool</em></a></p> <p>For additional details about the data set, please see the uploaded readme file.</p> <p>&nbsp;</p>