Please use this identifier to cite or link to this item: http://hdl.handle.net/1822/46289

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dc.contributor.authorOliveira, José J.por
dc.date.accessioned2017-07-27T12:38:00Z-
dc.date.issued2017-02-25-
dc.date.submitted2015-10-02-
dc.identifier.issn0938-8974por
dc.identifier.urihttp://hdl.handle.net/1822/46289-
dc.description.abstractIn this paper we investigate the global convergence of solutions of non-autonomous Hopfield neural network models with discrete time-varying delays, infinite distributed delays, and possible unbounded coefficient functions. Instead of using Lyapunov functionals, we explore intrinsic features between the non-autonomous systems and their asymptotic systems to ensure the boundedness and global convergence of the solutions of the studied models. Our results are new and complement known results in the literature. The theoretical analysis is illustrated with some examples and numerical simulations.por
dc.description.sponsorshipThe paper was supported by the Research Centre of Mathematics of the University of Minho with the Portuguese Funds from the "Fundacao para a Ciencia e a Tecnologia", through the Project PEstOE/MAT/UI0013/2014. The author thanks the referee for valuable comments.por
dc.language.isoengpor
dc.publisherSpringer Verlagpor
dc.relationinfo:eu-repo/grantAgreement/FCT/5876/135888/PTpor
dc.rightsopenAccess-
dc.subjectNeural networkspor
dc.subjectUnbounded coefficientspor
dc.subjectBounded coefficientspor
dc.subjectInfinite distributed delayspor
dc.subjectBoundednesspor
dc.subjectGlobal convergencepor
dc.subjectAsymptotic systemspor
dc.titleConvergence of asymptotic systems of non-autonomous neural network models with infinite distributed delayspor
dc.typearticlepor
dc.peerreviewedyespor
dc.relation.publisherversionhttps://link.springer.com/article/10.1007/s00332-017-9371-8por
oaire.citationStartPage1463por
oaire.citationEndPage1486por
oaire.citationIssue5por
oaire.citationVolume27por
dc.identifier.essn1432-1467por
dc.identifier.doi10.1007/s00332-017-9371-8por
dc.subject.fosCiências Naturais::Matemáticaspor
dc.description.publicationversioninfo:eu-repo/semantics/publishedVersionpor
dc.subject.wosScience & Technologypor
sdum.journalJournal of Nonlinear Sciencepor
Appears in Collections:CMAT - Artigos em revistas com arbitragem / Papers in peer review journals

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