Arithmetic success and gender-based characterization of brain connectivity across EEG bands

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dc.contributor.authorDemir, Sait
dc.contributor.authorTurker, Ilker
dc.date.accessioned2024-09-29T15:55:05Z
dc.date.available2024-09-29T15:55:05Z
dc.date.issued2021
dc.departmentKarabük Üniversitesien_US
dc.description.abstractWe provide a distinctive view for rest/task, gender and arithmetic success state for human brain concerning EEG-based functional brain networks. Utilizing coherence method to quantify phase synchronization between EEG nodes, signal activities are converted into graph representations. After a complex-theoretic approach is conducted, intelligent brains emerge as more connected ones under resting state. Male brain, featuring lower connection strength and efficiency under resting state, exhibits the ability to boost up connectivity under mental workload. On the other hand, arithmetic success correlates with high resting state connectivity for all EEG bands but dominantly for gamma band, while unsuccessful brains yield greater beta band assortativity behavior. Theta band associated with unconscious actions apparently exhibits greater connection weights for mental activity compared to resting. Contributions of EEG bands to diagnosing differences in rest/task, gender and arithmetic success states are detailed within the study. We also spot out which connection patterns are related with mental progressing, outlining that intelligent brains yield less inter-frontal and more frontal to central and frontal to parieto-occipital connections.en_US
dc.identifier.doi10.1016/j.bspc.2020.102222
dc.identifier.issn1746-8094
dc.identifier.issn1746-8108
dc.identifier.scopus2-s2.0-85097145174en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.urihttps://doi.org/10.1016/j.bspc.2020.102222
dc.identifier.urihttps://hdl.handle.net/20.500.14619/4446
dc.identifier.volume64en_US
dc.identifier.wosWOS:000600894700005en_US
dc.identifier.wosqualityQ2en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherElsevier Sci Ltden_US
dc.relation.ispartofBiomedical Signal Processing and Controlen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectBrain connectivityen_US
dc.subjectFunctional brain networksen_US
dc.subjectFunctional connectivityen_US
dc.subjectCognitive tasken_US
dc.subjectResting state networksen_US
dc.subjectComplex networksen_US
dc.titleArithmetic success and gender-based characterization of brain connectivity across EEG bandsen_US
dc.typeArticleen_US

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