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sleep_net

ANN models trained to predict sleep stage based on z-scored LFP power spectra bands

MATLAB Installation

Download the models packaged as a MATLAB toolbox(.mltbx) from Releases

Requires the Deep Learning Toolbox

Usage

Publication

Inferring sleep stage from local field potentials recorded in the subthalamic nucleus of Parkinson's patients

Authors

Elijah Christensen, Aviva Abosch, John A. Thompson, Joel Zylberberg

Citation

The paper was published in in Journal of Sleep Research, doi: 10.1111/jsr.12806.

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ANN models trained to predict sleep stage based on z-scored LFP power spectra bands

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