Using machine learning methods and EEG to discriminate aircraft pilot cognitive workload during flight

Abstract Pilots of aircraft face varying degrees of cognitive workload even during normal flight operations. Periods of low cognitive workload may be followed by periods of high cognitive workload and vice versa. During such changing demands, there exists potential for increased error on behalf of t...

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Bibliographic Details
Main Authors: Hamed Taheri Gorji, Nicholas Wilson, Jessica VanBree, Bradley Hoffmann, Thomas Petros, Kouhyar Tavakolian
Format: Article
Language:English
Published: Nature Portfolio 2023-02-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-29647-0