Signal encoding performance of astrocyte-dressed Morris Lecar neurons

dc.contributor.authorErkan, Erdem
dc.contributor.authorErkan, Erdem
dc.date.accessioned2025-10-18T13:25:00Z
dc.date.created2023
dc.date.issued2023
dc.departmentFakülteler, Mühendislik Mimarlık ve Tasarım Fakültesi, Bilgisayar Mühendisliği Bölümü
dc.description.abstractThere are more support cells called glia in the central nervous system than neurons. Although previous studies have shown that one of these glial cells, astrocytes, can communicate with neurons bidirectionally, giving a silent neuron the ability to fire or changing the neuron's firing frequency, understanding the role of astrocytes in neuroscience is still in its infancy. With this motivation, in this study, the weak signal encoding performance of different types of astrocyte-dressed Morris Lecar neurons in the presence of noise naturally found in biological systems is systematically investigated. The results showed that astrocyte-dressed Morris Lecar neurons had a subthreshold signal frequency suitable for optimal encoding and that Morris Lecar neurons resonated at this frequency. In addition, the rate of inositol trisphosphate production in the astrocyte has been shown to affect signal detection at different noise intensities and coupling strengths. Finally, simulations performed by including the internal noise of the astrocytes originating from calcium ion channels in the model have shown how the signal transmission changes depending on the calcium channel number, noise intensity, and coupling strength. In this context, the presented study also contains important information in terms of examining stochastic astrocyte dynamics that affect the weak signal detection performance of different types of astrocyte-dressed Morris Lecar neurons.
dc.identifier.doi10.1016/j.chaos.2023.114223
dc.identifier.issn0960-0779
dc.identifier.issn1873-2887
dc.identifier.scopus2-s2.0-85175190101
dc.identifier.scopusqualityQ1
dc.identifier.urihttps://doi.org/10.1016/j.chaos.2023.114223
dc.identifier.urihttps://hdl.handle.net/11772/23208
dc.identifier.volume177
dc.identifier.wosWOS:001105196000001
dc.identifier.wosqualityQ1
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherPergamon-Elsevier Science Ltd
dc.relation.ispartofChaos Solitons & Fractals
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzWoS_20251016
dc.subjectAstrocytes
dc.subjectMorris Lecar Neuron Model
dc.subjectStochastic Resonance
dc.subjectWeak Signal Detection
dc.subjectNoise
dc.titleSignal encoding performance of astrocyte-dressed Morris Lecar neurons
dc.typeArticle
dspace.entity.typePublication
relation.isAuthorOfPublication20a3bce1-c187-4b2f-b600-50b1d9ce81a6
relation.isAuthorOfPublication.latestForDiscovery20a3bce1-c187-4b2f-b600-50b1d9ce81a6

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