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dc.contributor.authorŞengül Ayan, Sevgi
dc.contributor.authorGençağa, Deniz
dc.date.accessioned2021-05-25T12:19:19Z
dc.date.available2021-05-25T12:19:19Z
dc.date.issued2020
dc.identifier.citationŞengül Ayan, S. & Gençağa, D. (2020). Analysis of parameter changes of a neuronal network model using transfer entropy. International Advanced Researches and Engineering Journal, 4(3), 208-216.en_US
dc.identifier.issn2618-575X
dc.identifier.urihttp://hdl.handle.net/20.500.12566/789
dc.description.abstractUnderstanding the dynamics of coupled neurons is one of the fundamental problems in the analysis of neuronal model dynamics. The transfer entropy (TE) method is one of the primary analyses to explore the information flow between the neuronal populations. We perform the TE analysis on the two-neuron conductance-based Hodgkin-Huxley (HH) neuronal network to analyze how their connectivity changes due to conductances. We find that the information flow due to underlying synaptic connectivity changes direction by changing conductances individually and/or simultaneously as a result of TE analysis through numerical simulations.en_US
dc.description.sponsorshipNo sponsoren_US
dc.language.isoengen_US
dc.publisherInternational Advanced Researches and Engineering Journalen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectHodgkin-huxley networken_US
dc.subjectParameter analysisen_US
dc.subjectTransfer entropyen_US
dc.subjectHodgkin-huxley ağıtr_TR
dc.subjectParametre analizitr_TR
dc.subjectTransfer entropisitr_TR
dc.titleAnalysis of parameter changes of a neuronal network model using transfer entropyen_US
dc.typeinfo:eu-repo/semantics/articleen_US
dc.relation.publicationcategoryInternational publicationen_US
dc.identifier.volume4
dc.identifier.issue3
dc.identifier.startpage208
dc.identifier.endpage216
dc.contributor.orcid0000-0003-0083-4446 [Şengül Ayan, Sevgi]
dc.contributor.orcid0000-0003-0065-172X [Gençağa, Deniz]
dc.contributor.abuauthorŞengül Ayan, Sevgi
dc.contributor.abuauthorGençağa, Deniz
dc.contributor.yokid236492 [Şengül Ayan, Sevgi]
dc.contributor.yokid270826 [Gençağa, Deniz]
dc.identifier.doi10.35860/iarej.747142


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