Automatic sleep stage classification based on EEG signals by using neural networks and wavelet packet coefficients

Ebrahimi, Farideh; Mikaeili, Mohammad; Estrada, Edson; Nazeran, H.

doi:10.1109/iembs.2008.4649365

Public

Automatic sleep stage classification based on EEG signals by using neural networks and wavelet packet coefficients

Published • Aug 1, 2008

Authors:

Farideh Ebrahimi

Mohammad Mikaeili

Edson Estrada

Abstract

Currently in the world there is an alarming number of people who suffer from sleep disorders. A number of biomedical signals, such as EEG, EMG, ECG and EOG are used in sleep labs among others for diagnosis and treatment of sleep related disorders. The usual method for sleep stage classification is v...

Subject

Non-rapid eye movement sleep

Electroencephalography

Sleep (system call)

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