Generalized Deep Learning EEG Models for Cross-Participant and Cross-Task Detection of the Vigilance Decrement in Sustained Attention Tasks

Generalized Deep Learning EEG Models for Cross-Participant and Cross-Task Detection of the Vigilance Decrement in Sustained Attention Tasks

Tasks which require sustained attention over a lengthy period of time have been a focal point of cognitive fatigue research for decades, with these tasks including air traffic control, watchkeeping, baggage inspection, and many others. Recent research into physiological markers of mental fatigue ind...

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Bibliographic Details
Main Authors: Alexander Kamrud, Brett Borghetti, Christine Schubert Kabban, Michael Miller
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Sensors
Subjects:
EEG
deep learning
vigilance decrement
sustained attention
mental fatigue
cross-participant
Online Access:https://www.mdpi.com/1424-8220/21/16/5617

Internet

https://www.mdpi.com/1424-8220/21/16/5617

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