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SLEEPNET
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Code repository for SLEEPNET paper
Download README (.md)
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README.md
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SLEEPNET
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# SLEEPNET ### This codebase contains the code for SLEEPNET paper submitted to KDD 2017 and links to public datasets of EEG recording with sleep stage annotations. * Public data set of sleep stages Physionet sleep data https://www.physionet.org/physiobank/database/capslpdb/ Montreal Archieve of sleep studies http://195.154.67.227/en/ Sleep health heart studies https://sleepdata.org/datasets/shhs * extract_features.py: code to extract different expert defined features which are used the RNN model to annotate sleep stages * rnn_data_prepare.py: code to run extract_features.py and prepare date to be used by the RNN code * SLEEPNET.py : code to RNN model and evaluate performance * More detailed instructions to evaluate SLEEPNET will be added soon
