An analysis of stability of a class of neutral-type neural networks with discrete time delays

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dc.authorid0000-0002-0205-4198
dc.authorid0000-0002-4390-5139
dc.contributor.authorOrman, Zeynepen_US
dc.contributor.authorArik, Sabrien_US
dc.date.accessioned2015-01-15T23:02:18Z
dc.date.available2015-01-15T23:02:18Z
dc.date.issued2013
dc.departmentIşık Üniversitesi, Mühendislik Fakültesi, Elektrik-Elektronik Mühendisliği Bölümüen_US
dc.departmentIşık University, Faculty of Engineering, Department of Electrical-Electronics Engineeringen_US
dc.description.abstractThe problem of existence, uniqueness, and global asymptotic stability is considered for the class of neutral-type neural network model with discrete time delays. By employing a suitable Lyapunov functional and using the homeomorphism mapping theorem, we derive some new delay-independent sufficient conditions for the existence, uniqueness, and global asymptotic stability of the equilibrium point for this class of neutral-type systems. The obtained conditions basically establish some norm and matrix inequalities involving the network parameters of the neural system. The main advantage of the proposed results is that they can be expressed in terms of network parameters only. Some comparative examples are also given to compare our results with the previous corresponding results and demonstrate the effectiveness of the results presented.en_US
dc.description.versionPublisher's Versionen_US
dc.identifier.citationOrman, Z. & Arik, S. (2013). An analysis of stability of a class of neutral-type neural networks with discrete time delays. Abstract and Applied Analysis, 2013, 1-9. doi:10.1155/2013/143585en_US
dc.identifier.doi10.1155/2013/143585
dc.identifier.endpage9
dc.identifier.issn1085-3375
dc.identifier.issn1687-0409
dc.identifier.scopus2-s2.0-84880165108
dc.identifier.scopusqualityQ4
dc.identifier.startpage1
dc.identifier.urihttps://hdl.handle.net/11729/499
dc.identifier.urihttp://dx.doi.org/10.1155/2013/143585
dc.identifier.volume2013
dc.identifier.wosWOS:000320792300001
dc.identifier.wosqualityQ1
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.indekslendigikaynakScience Citation Index Expanded (SCI-EXPANDED)en_US
dc.institutionauthorArik, Sabrien_US
dc.institutionauthorid0000-0002-4390-5139
dc.language.isoenen_US
dc.peerreviewedYesen_US
dc.publicationstatusPublisheden_US
dc.publisherHindawi Publishing Corporationen_US
dc.relation.ispartofAbstract and Applied Analysisen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectDependent asymptotic stabilityen_US
dc.subjectGlobal exponential stabilityen_US
dc.subjectSynchronization controlen_US
dc.subjectVarying delaysen_US
dc.subjectSystemsen_US
dc.subjectCriterionen_US
dc.titleAn analysis of stability of a class of neutral-type neural networks with discrete time delaysen_US
dc.typeArticleen_US
dspace.entity.typePublication

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