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Application of the Levenberg-Marquardt method to the training of spiking neural networks

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dc.contributor.authorSilva, S. M.
dc.contributor.authorRuano, Antonio
dc.date.accessioned2013-02-06T15:29:27Z
dc.date.available2013-02-06T15:29:27Z
dc.date.issued2006
dc.date.updated2013-01-26T18:43:06Z
dc.description.abstractOne of the basic aspects of some neural networks is their attempt to approximate as much as possible their biological counterparts. The goal is to achieve a simple and robust network, easy to comprehend and capable of simulating the human brain at a computational level. This paper presents improvements to the Spikepro algoritm, by introduting a new encoding scheme, and illustrates the application of the Levenberg Marquardt algorithm to this third generation of neural network.por
dc.identifier.citationSilva, S. M.; Ruano, A. E. Application of the Levenberg-Marquardt method to the training of spiking neural networks, Trabalho apresentado em The 2006 IEEE International Joint Conference on Neural Network Proceedings, In Proceedings of the 2006 IEEE International Joint Conference on Neural Network Proceedings, Vancouver, BC, Canada, 2006.por
dc.identifier.isbn0-7803-9490-9
dc.identifier.otherAUT: ARU00698;
dc.identifier.urihttp://hdl.handle.net/10400.1/2243
dc.language.isoengpor
dc.peerreviewedyespor
dc.publisherIEEEpor
dc.titleApplication of the Levenberg-Marquardt method to the training of spiking neural networkspor
dc.typeconference object
dspace.entity.typePublication
oaire.citation.conferencePlaceVancouver, BC, Canadapor
oaire.citation.endPage3982por
oaire.citation.startPage3978por
oaire.citation.titleInternational Joint Conference on Neural Network Proceedingspor
person.familyNameRuano
person.givenNameAntonio
person.identifier.orcid0000-0002-6308-8666
person.identifier.ridB-4135-2008
person.identifier.scopus-author-id7004284159
rcaap.rightsrestrictedAccesspor
rcaap.typeconferenceObjectpor
relation.isAuthorOfPublication13813664-b68b-40aa-97a9-91481a31ebf2
relation.isAuthorOfPublication.latestForDiscovery13813664-b68b-40aa-97a9-91481a31ebf2

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