Brain Connectivity Analysis Under Semantic Vigilance and Enhanced Mental States.
EEG
enhancement
graph theory analysis (GTA)
partial directed coherence (PDC)
vigilance
Journal
Brain sciences
ISSN: 2076-3425
Titre abrégé: Brain Sci
Pays: Switzerland
ID NLM: 101598646
Informations de publication
Date de publication:
09 Dec 2019
09 Dec 2019
Historique:
received:
09
10
2019
revised:
26
11
2019
accepted:
06
12
2019
entrez:
15
12
2019
pubmed:
15
12
2019
medline:
15
12
2019
Statut:
epublish
Résumé
In this paper, we present a method to quantify the coupling between brain regions under vigilance and enhanced mental states by utilizing partial directed coherence (PDC) and graph theory analysis (GTA). The vigilance state is induced using a modified version of stroop color-word task (SCWT) while the enhancement state is based on audio stimulation with a pure tone of 250 Hz. The audio stimulation was presented to the right and left ears simultaneously for one-hour while participants perform the SCWT. The quantification of mental states was performed by means of statistical analysis of indexes based on GTA, behavioral responses of time-on-task (TOT), and Brunel Mood Scale (BRMUS). The results show that PDC is very sensitive to vigilance decrement and shows that the brain connectivity network is significantly reduced with increasing TOT,
Identifiants
pubmed: 31835346
pii: brainsci9120363
doi: 10.3390/brainsci9120363
pmc: PMC6955710
pii:
doi:
Types de publication
Journal Article
Langues
eng
Subventions
Organisme : Biosciences and Bioengineering Research Institute, Department of Electrical Engineering, American University of Sharjah, UAE.
ID : BBRI-FRG-18
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