An EEG-based Cognitive Fatigue Detection System
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Date
2023-07Author
Enamul, Karim
Hamza Reza, Pavel
Jaiswal, Ashish
Mohammad Zaki, Zadeh
Theodanidis, Michail
Wylie, Glenn
Makedon, Fillia
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Show full item recordAbstract
Mental or Cognitive fatigue (CF) is the exhaustion of the neurological system brought on by prolonged cognitive tasks. It causes
performance to decline in day-to-day life. Throughout this paper,
we present an experimental setup where we artificially induce cognitive fatigue to participants. During the experimental process, we
collected electroencephalogram (EEG) signals from the subjects
that participated in the experiment. The goal of the study is to
detect the presence or absence of cognitive fatigue. Our proposed
solution was able to classify cognitive fatigue of the subjects with
an accuracy of 88.17%.