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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Vydané v:	Chinese Control Conference s. 3907 - 3912
Hlavní autori:	Yin, Zhong, Zhang, Jianhua
Médium:	Konferenčný príspevok.. Journal Article
Jazyk:	English
Vydavateľské údaje:	TCCT 01.07.2016
Predmet:	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
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