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Even Simpler Real-Time Model of Neuron: Simplified Model of Neuron for Real-Time Simulation of Bio-Compatible Neuronal Response

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dc.contributor.author Leukhin A.
dc.contributor.author Talanov M.
dc.contributor.author Suleimanova A.
dc.contributor.author Toschev A.
dc.contributor.author Lavrov I.
dc.date.accessioned 2021-02-26T20:49:36Z
dc.date.available 2021-02-26T20:49:36Z
dc.date.issued 2020
dc.identifier.issn 2191-1630
dc.identifier.uri https://dspace.kpfu.ru/xmlui/handle/net/163230
dc.description.abstract © 2020, Springer Science+Business Media, LLC, part of Springer Nature. This work is dedicated to the creation and comparison of the simplified model of a neuron for the real-time processing in embedded bio-compatible devices. We propose bio-compatible model of a neuron inspired by works of Izhikevich (IEEE Transactions on Neural Networks 4(6): 1569–1572, 2003) and Rozenblatt (Psychological Review 65(6): 386, 1958) and present the block diagram and main principles of signals processing and learning in this work. We validate simplified model of the neuron using other close to proposed models of leaky integrate and fire (LIF) and Izhikevich (IZH). The proposed model indicated better performance though still being bio-compatible from the temporal parameters perspective more than IZH and LIF models.
dc.relation.ispartofseries BioNanoScience
dc.subject Bio-plausibility
dc.subject Leakage
dc.subject Neuron model
dc.subject Neurosimulation
dc.subject Refractory period
dc.title Even Simpler Real-Time Model of Neuron: Simplified Model of Neuron for Real-Time Simulation of Bio-Compatible Neuronal Response
dc.type Article
dc.relation.ispartofseries-issue 2
dc.relation.ispartofseries-volume 10
dc.collection Публикации сотрудников КФУ
dc.relation.startpage 416
dc.source.id SCOPUS21911630-2020-10-2-SID85080924506


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  • Публикации сотрудников КФУ Scopus [24551]
    Коллекция содержит публикации сотрудников Казанского федерального (до 2010 года Казанского государственного) университета, проиндексированные в БД Scopus, начиная с 1970г.

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