Model on the phenomenon of spreading depression in cerebral cortex of rats using soft computing

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dc.contributor.authorLA NEVE, A.
dc.contributor.authorCOSTA, H. R. D. N.
dc.date.accessioned2022-01-12T22:00:39Z
dc.date.available2022-01-12T22:00:39Z
dc.date.issued2014-01-05
dc.description.abstractSpreading depression (SD) is the phenomenon that occurs in the neural tissue, and it may appear after the application of a stimulus. SD can be defined as the propagation of a wave of slowly varying voltage together with the suppressive activity electric. It has been studied with the aid of mathematical and computer models, which were developed in the attempt to reproduce the main characteristics observed in the neural tissue, and so be able to formulate hypotheses regarding the mechanisms of its generation and spread. An example of SD modeling is UMEEST-SD - "One-dimensional Model for Extracellular Electrodiffusion and Synaptic Terminals during Spreading Depression." Since computer models for the SD have a large amount of biological parameters that need to be adjusted, we used some of Artificial Intelligence techniques, Fuzzy Theory, and Neural Networks, to optimize the handling of these parameters. This work presents the study of the application of modeling to Neuro-Fuzzy phenomenon of SD, with the use of Neuro-Fuzzy ANFIS, implemented in MATLAB software. © 2014 WIT Press.
dc.description.firstpage179
dc.description.lastpage186
dc.description.volume145
dc.identifier.citationLA NEVE, A.; COSTA, H. R. D. N. Model on the phenomenon of spreading depression in cerebral cortex of rats using soft computing. WIT Transactions on the Built Environment, v. 145, p. 179-186, 2014.
dc.identifier.doi10.2495/ICBEEE20130231
dc.identifier.issn1743-3509
dc.identifier.urihttps://repositorio.fei.edu.br/handle/FEI/4014
dc.relation.ispartofWIT Transactions on the Built Environment
dc.rightsAcesso Restrito
dc.subject.otherlanguageANFIS
dc.subject.otherlanguageComputational modeling
dc.subject.otherlanguageSpreading depression
dc.titleModel on the phenomenon of spreading depression in cerebral cortex of rats using soft computing
dc.typeArtigo de evento
fei.scopus.citations0
fei.scopus.eid2-s2.0-84897832047
fei.scopus.subjectANFIS
fei.scopus.subjectArtificial intelligence techniques
fei.scopus.subjectBiological parameter
fei.scopus.subjectComputational model
fei.scopus.subjectMatlab- software
fei.scopus.subjectOne-dimensional model
fei.scopus.subjectSpreading depression
fei.scopus.subjectSynaptic terminals
fei.scopus.updated2024-07-01
fei.scopus.urlhttps://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84897832047&origin=inward
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