Automated Sleep Staging on Wearable EEG Enables Sleep Analysis at Scale.
2023 11TH INTERNATIONAL IEEE/EMBS CONFERENCE ON NEURAL ENGINEERING, NER（2023）
Key words
4-channel wearable EEG headband,deep neural networks,DSN,expert-labelled overnight sleep,human expert sleep,hypnogram analysis,MNet,multichannel muse net,Muse S headband,NREM 2 sleep,rapid eye movement,recent deep learning models,REM sleep,scale analysis,single-channel deep sleep net,sleep continuum,sleep electroencephalography recordings,sleep stage classification task,sleep stage distribution,sleep staging,uniform manifold approximation projection,unlabelled EEG recordings,wearable EEG enables Sleep
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