The Effect of Coupled Electroencephalography Signals in Electrooculography Signals on Sleep Staging Based on Deep Learning Methods

The Effect of Coupled Electroencephalography Signals in Electrooculography Signals on Sleep Staging Based on Deep Learning Methods

The influence of the coupled electroencephalography (EEG) signal in electrooculography (EOG) on EOG-based automatic sleep staging has been ignored. Since the EOG and prefrontal EEG are collected at close range, it is not clear whether EEG couples in EOG or not, and whether or not the EOG signal can...

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Bibliographic Details
Main Authors: Hangyu Zhu, Cong Fu, Feng Shu, Huan Yu, Chen Chen, Wei Chen
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Bioengineering
Subjects:
deep learning
EOG
coupled EEG
sleep staging
Online Access:https://www.mdpi.com/2306-5354/10/5/573

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