Inter-subject cognitive workload estimation based on a cascade ensemble of multilayer autoencoders

•The electroencephalogram (EEG) is used to evaluate human cognitive workload.•Inter-subject EEG modeling scheme is employed.•Approach of cascade ensemble of multilayer autoencoders is proposed. Machine learning approaches can build a computational model to predict cognitive workload levels by using...

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Bibliographic Details

Published in:	Expert systems with applications Vol. 211; p. 118694
Main Authors:	Zheng, Zhanpeng, Yin, Zhong, Wang, Yongxiong, Zhang, Jianhua
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.01.2023
Subjects:	Abstraction fusion Cognitive workload Electroencephalogram Extreme learning machine Stacked denoising autoencoder Extreme learning machine Electroencephalogram Abstraction fusion Cognitive workload Stacked denoising autoencoder
ISSN:	0957-4174, 1873-6793
Online Access:	Get full text
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