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

2017 ◽  
Vol 25 (11) ◽  
pp. 1998-2008 ◽  
Author(s):  
Akara Supratak ◽  
Hao Dong ◽  
Chao Wu ◽  
Yike Guo
Keyword(s):  
Single Channel ◽  
Sleep Stage ◽  
Sleep Stage Scoring

scholarly journals An automatic single-channel EEG-based sleep stage scoring method based on hidden Markov Model

2019 ◽  
Vol 324 ◽  
pp. 108320 ◽  
Author(s):  
Hojat Ghimatgar ◽  
Kamran Kazemi ◽  
Mohammad Sadegh Helfroush ◽  
Ardalan Aarabi
Keyword(s):  
Markov Model ◽  
Hidden Markov Model ◽  
Single Channel ◽  
Hidden Markov ◽  
Sleep Stage ◽  
Scoring Method ◽  
Sleep Stage Scoring

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

2018 ◽  
Vol 42 ◽  
pp. 107-114 ◽  
Author(s):  
Arnaud Sors ◽  
Stéphane Bonnet ◽  
Sébastien Mirek ◽  
Laurent Vercueil ◽  
Jean-François Payen
Keyword(s):  
Neural Network ◽  
Convolutional Neural Network ◽  
Single Channel ◽  
Sleep Stage ◽  
Sleep Stage Scoring
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