Analysis of the electronic integrate and fire neuron model

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dc.authoridisik, ibrahim/0000-0003-1355-9420
dc.authorwosidisik, ibrahim/AAG-5915-2019
dc.contributor.authorIsik, Ibrahim
dc.contributor.authorTagluk, Mehmet Emin
dc.date.accessioned2024-08-04T20:51:45Z
dc.date.available2024-08-04T20:51:45Z
dc.date.issued2022
dc.departmentİnönü Üniversitesien_US
dc.description.abstractNano-scale devices are thought to intervene in natural life for a variety of responsibilities. For understanding the intrinsic communication of such nano-scale devices, software and hardware modalities have been introduced. Some of these models are of neuro-spike communication systems which employ spiking neuron circuits. In this study, the previously designed electronic integrate and fire circuit inspired by Hodgkin Huxley membrane model is analyzed and interrelated to the Izhikevich's systematic integrate and fire model. The generated action potentials with this model are very similar to the ones generated by real biophysical neurons which are thought as the inter-neuronal ionic transporters of information. The superiority of the analyzed model to the existing models is that it can show pulse trains whose characteristics are almost similar to those produced by nerve cells. The analytical, hardware and simulation results have shown that the model has the potential of employment in the smart nano-scale systems and medical treatment strategies. (c) 2022 Elsevier B.V. All rights reserved.en_US
dc.description.sponsorshipInonu University Scientifics Researchers Project Department (BAP) [FDK-2019-1359]en_US
dc.description.sponsorshipAcknowledgments This study is supported by the Inonu University Scientifics Researchers Project Department (BAP) under project ID: FDK-2019-1359. We thank to HP Turkey section for providing a power-ful computer for computational tasks in this study.en_US
dc.identifier.doi10.1016/j.neucom.2022.02.064
dc.identifier.endpage270en_US
dc.identifier.issn0925-2312
dc.identifier.issn1872-8286
dc.identifier.scopus2-s2.0-85125910632en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.startpage261en_US
dc.identifier.urihttps://doi.org/10.1016/j.neucom.2022.02.064
dc.identifier.urihttps://hdl.handle.net/11616/100519
dc.identifier.volume488en_US
dc.identifier.wosWOS:000789677800004en_US
dc.identifier.wosqualityQ2en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherElsevieren_US
dc.relation.ispartofNeurocomputingen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectNeuronen_US
dc.subjectBipolar junction transistoren_US
dc.subjectUnipolar junction transistoren_US
dc.subjectNeuronal communicationen_US
dc.titleAnalysis of the electronic integrate and fire neuron modelen_US
dc.typeArticleen_US

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