Real-time Smartphone-based Sleep Staging using 1-Channel EEG

Automatic and real-time sleep scoring is necessary to develop user interfaces that trigger stimuli in specific sleep stages. However, most automatic sleep scoring systems have been focused on offline data analysis. We present the first, real-time sleep staging system that uses deep learning without...

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Bibliographic Details
Main Authors: Koushik, Abhay, Amores Fernandez, Judith, Maes, Patricia
Other Authors: Massachusetts Institute of Technology. Media Laboratory
Format: Article
Published: IEEE 2020
Online Access:https://hdl.handle.net/1721.1/123845