Mental workload estimation with electroencephalogram signals by combining multi-space deep models

Author:

Nguyen Hong-Hai,Iyortsuun Ngumimi Karen,Kim Seungwon,Yang Hyung-Jeong,Kim Soo-Hyung

Funder

Korea Ministry of Science and ICT

Publisher

Elsevier BV

Reference29 articles.

1. Mental Workload: Its Theory and Measurement;Moray,2013

2. Studying the generalisability of cognitive load measured with EEG;Gómez;Biomed. Signal Process. Control,2021

3. Why minimal guidance during instruction does not work: An analysis of the failure of constructivist;Kirschner,2010

4. Spectral and temporal feature learning with two-stream neural networks for mental workload assessment;Zhang;IEEE Trans. Neural Syst. Rehabil. Eng.,2019

5. Learning spatial–spectral–temporal EEG features with recurrent 3D convolutional neural networks for cross-task mental workload assessment;Zhang;IEEE Trans. Neural Syst. Rehabil. Eng.,2018

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