Recognition of Cognitive Task Load levels using single channel EEG and Stacked Denoising Autoencoder

Evaluation of operator Cognitive Task Load (CTL) level is quite crucial in Human-Machine (HM) collaborative task environment since operator mental overload or inattention caused by abnormal CTL states may lead to human performance degradation or even catastrophic accidents. One of the most practical...

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Bibliographic Details

Published in:	Chinese Control Conference pp. 3907 - 3912
Main Authors:	Yin, Zhong, Zhang, Jianhua
Format:	Conference Proceeding Journal Article
Language:	English
Published:	TCCT 01.07.2016
Subjects:	5G mobile communication Channels Cognitive task load Cognitive tasks Decision support systems deep learning electroencephalogram Electroencephalography mental workload Noise reduction operator functional state Operators Recognition Searching Tasks
ISSN:	1934-1768
Online Access:	Get full text
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