Assessment of mental workload across cognitive tasks using a passive brain-computer interface based on mean negative theta-band amplitudes

Assessment of mental workload across cognitive tasks using a passive brain-computer interface based on mean negative theta-band amplitudes

Brain-computer interfaces (BCI) can provide real-time and continuous assessments of mental workload in different scenarios, which can subsequently be used to optimize human-computer interaction. However, assessment of mental workload is complicated by the task-dependent nature of the underlying neur...

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Bibliographic Details
Main Authors: Guillermo I. Gallegos Ayala, David Haslacher, Laurens R. Krol, Surjo R. Soekadar, Thorsten O. Zander
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-11-01
Series:Frontiers in Neuroergonomics
Subjects:
brain-computer interface
mental workload
passive BCI
classification of neural signals
support vector machine
cognitive task
Online Access:https://www.frontiersin.org/articles/10.3389/fnrgo.2023.1233722/full

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