New robust stability results for bidirectional associative memory neural networks with multiple time delays

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dc.authorid0000-0001-6773-0428
dc.authorid0000-0002-4390-5139
dc.authorid0000-0003-3715-4778
dc.contributor.authorSenan, Sibelen_US
dc.contributor.authorArik, Sabrien_US
dc.contributor.authorLiu, Derongen_US
dc.date.accessioned2015-01-15T23:02:03Z
dc.date.available2015-01-15T23:02:03Z
dc.date.issued2012-08-01
dc.departmentIşık Üniversitesi, Mühendislik Fakültesi, Elektrik-Elektronik Mühendisliği Bölümüen_US
dc.departmentIşık University, Faculty of Engineering, Department of Electrical-Electronics Engineeringen_US
dc.description.abstractIn this paper, the robust stability problem is investigated for a class of bidirectional associative memory (BAM) neural networks with multiple time delays. By employing suitable Lyapunov functionals and using the upper bound norm for the interconnection matrices of the neural network system, some novel sufficient conditions ensuring the existence, uniqueness and global robust stability of the equilibrium point are derived. The obtained results impose constraint conditions on the system parameters of neural network independent of the delay parameters. Some numerical examples and simulation results are given to demonstrate the applicability and effectiveness of our results, and to compare the results with previous robust stability results derived in the literature.en_US
dc.description.versionPublisher's Versionen_US
dc.identifier.citationSenan, S., Arik, S. & Liu, D. (2012). New robust stability results for bidirectional associative memory neural networks with multiple time delays. Applied Mathematics and Computation, 218(23), 11472-11482. doi:10.1016/j.amc.2012.04.075en_US
dc.identifier.doi10.1016/j.amc.2012.04.075
dc.identifier.endpage11482
dc.identifier.issn0096-3003
dc.identifier.issn1873-5649
dc.identifier.issue23
dc.identifier.scopus2-s2.0-84863302380
dc.identifier.scopusqualityQ1
dc.identifier.startpage22472
dc.identifier.urihttps://hdl.handle.net/11729/439
dc.identifier.urihttp://dx.doi.org/10.1016/j.amc.2012.04.075
dc.identifier.volume218
dc.identifier.wosWOS:000306106300013
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.publisherElsevier Science Incen_US
dc.relation.ispartofApplied Mathematics and Computationen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectEquilibrium and stability analysisen_US
dc.subjectBidirectional associative memory neural networksen_US
dc.subjectLyapunov functionalsen_US
dc.subjectGlobal asymptotic stabilityen_US
dc.subjectReaction-Diffusion termsen_US
dc.subjectVarying delaysen_US
dc.subjectExponential stabilityen_US
dc.subjectDistributed delaysen_US
dc.subjectNeutral-Typeen_US
dc.subjectCriterionen_US
dc.subjectDiscreteen_US
dc.subjectPassivityen_US
dc.titleNew robust stability results for bidirectional associative memory neural networks with multiple time delaysen_US
dc.typeArticleen_US
dspace.entity.typePublication

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