Nonuniform behavior and stability of Hopfield neural networks with delay

Detalhes bibliográficos
Autor(a) principal: Bento, António
Data de Publicação: 2017
Outros Autores: Oliveira, José J., Silva, César M.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.6/9011
Resumo: Based on a new abstract result on the behavior of nonautonomous delayed equations, we obtain a stability result for the solutions of a general discrete nonautonomous Hopfield neural network model with delay. As an application we improve some existing results on the stability of Hopfield models.
id RCAP_d6fd0b8ba80988f9a7772d24f14a969c
oai_identifier_str oai:ubibliorum.ubi.pt:10400.6/9011
network_acronym_str RCAP
network_name_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository_id_str 7160
spelling Nonuniform behavior and stability of Hopfield neural networks with delayDiscrete neural networksNonautonomous delay equationsAsymptotic stabilityPeriodic solutionsBased on a new abstract result on the behavior of nonautonomous delayed equations, we obtain a stability result for the solutions of a general discrete nonautonomous Hopfield neural network model with delay. As an application we improve some existing results on the stability of Hopfield models.IOP PublishinguBibliorumBento, AntónioOliveira, José J.Silva, César M.2020-02-04T16:52:07Z20172017-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.6/9011engA. Bento, J. Oliveira and C. M. Silva, Nonuniform behavior and stability of Hopfield neural networks with delay, Nonlinearity 30 (2017), 3088–310310.1088/1361-6544/aa773binfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-12-15T09:41:43Zoai:ubibliorum.ubi.pt:10400.6/9011Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T00:45:41.415207Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Nonuniform behavior and stability of Hopfield neural networks with delay
title Nonuniform behavior and stability of Hopfield neural networks with delay
spellingShingle Nonuniform behavior and stability of Hopfield neural networks with delay
Bento, António
Discrete neural networks
Nonautonomous delay equations
Asymptotic stability
Periodic solutions
title_short Nonuniform behavior and stability of Hopfield neural networks with delay
title_full Nonuniform behavior and stability of Hopfield neural networks with delay
title_fullStr Nonuniform behavior and stability of Hopfield neural networks with delay
title_full_unstemmed Nonuniform behavior and stability of Hopfield neural networks with delay
title_sort Nonuniform behavior and stability of Hopfield neural networks with delay
author Bento, António
author_facet Bento, António
Oliveira, José J.
Silva, César M.
author_role author
author2 Oliveira, José J.
Silva, César M.
author2_role author
author
dc.contributor.none.fl_str_mv uBibliorum
dc.contributor.author.fl_str_mv Bento, António
Oliveira, José J.
Silva, César M.
dc.subject.por.fl_str_mv Discrete neural networks
Nonautonomous delay equations
Asymptotic stability
Periodic solutions
topic Discrete neural networks
Nonautonomous delay equations
Asymptotic stability
Periodic solutions
description Based on a new abstract result on the behavior of nonautonomous delayed equations, we obtain a stability result for the solutions of a general discrete nonautonomous Hopfield neural network model with delay. As an application we improve some existing results on the stability of Hopfield models.
publishDate 2017
dc.date.none.fl_str_mv 2017
2017-01-01T00:00:00Z
2020-02-04T16:52:07Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10400.6/9011
url http://hdl.handle.net/10400.6/9011
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv A. Bento, J. Oliveira and C. M. Silva, Nonuniform behavior and stability of Hopfield neural networks with delay, Nonlinearity 30 (2017), 3088–3103
10.1088/1361-6544/aa773b
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv IOP Publishing
publisher.none.fl_str_mv IOP Publishing
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
repository.mail.fl_str_mv
_version_ 1799136354410430464

Registros relacionados