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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Veröffentlicht in:	Chinese Control Conference S. 3907 - 3912
Hauptverfasser:	Yin, Zhong, Zhang, Jianhua
Format:	Tagungsbericht Journal Article
Sprache:	Englisch
Veröffentlicht:	TCCT 01.07.2016
Schlagworte:	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-Zugang:	Volltext
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