A lightweight automatic sleep staging method for children using single-channel EEG based on edge artificial intelligence

Edge Computing: Vision and Challenges

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Edge Intelligence, Engineering, Edge Device +13

A manual of standardized terminology, techniques and scoring system for sleep stages of human subjects

J. Allan Hobson · Electroencephalography and Clinical Neurophysiology · 1969 · 5.2K citations

Sleep Medicine, Sleep, Sleep Disorder +11

DeepSleepNet: A Model for Automatic Sleep Stage Scoring Based on Raw Single-Channel EEG

Akara Supratak, Hao Dong, Chao Wu et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 2017 · 1.3K citations · Full text

Analysis of a sleep-dependent neuronal feedback loop: the slow-wave microcontinuity of the EEG

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A convolutional neural network for sleep stage scoring from raw single-channel EEG

Arnaud Sors, Stéphane Bonnet, Sébastien Mirek et al. · Biomedical Signal Processing and Control · 2018 · 428 citations

Sleep, Convolutional Neural Network, Neurophysiology +12