Automatic Sleep Stage Scoring on Raw Single-Channel EEG : A comparative analysis of CNN Architectures

2021 ◽  
Author(s):  
Nirali Parekh ◽  
Bhavi Dave ◽  
Raj Shah ◽  
Kriti Srivastava
Keyword(s):  
Comparative Analysis ◽  
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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