A Comparison Study on Multidomain EEG Features for Sleep Stage Classification

Feature extraction from physiological signals of EEG (electroencephalogram) is an essential part for sleep staging. In this study, multidomain feature extraction was investigated based on time domain analysis, nonlinear analysis, and frequency domain analysis. Unlike the traditional feature calculat...

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Bibliographic Details
Main Authors: Yu Zhang, Bei Wang, Jin Jing, Jian Zhang, Junzhong Zou, Masatoshi Nakamura
Format: Article
Language:English
Published: Hindawi Limited 2017-01-01
Series:Computational Intelligence and Neuroscience
Online Access:http://dx.doi.org/10.1155/2017/4574079