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Impulsive effects on stability and passivity analysis of memristor-based fractional-order competitive neural networks

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dc.contributor.author Rajchakit, G.
dc.contributor.author Chanthorn, P.
dc.contributor.author Niezabitowski, M.
dc.contributor.author Raja, R.
dc.contributor.author Baleanu, Dumitru
dc.contributor.author Pratap, A.
dc.date.accessioned 2022-05-26T11:41:50Z
dc.date.available 2022-05-26T11:41:50Z
dc.date.issued 2020-12-05
dc.identifier.citation Rajchakit, G...et al. (2020). "Impulsive effects on stability and passivity analysis of memristor-based fractional-order competitive neural networks", Neurocomputing, Vol. 417, pp. 290-301. tr_TR
dc.identifier.issn 0925-2312
dc.identifier.uri http://hdl.handle.net/20.500.12416/5576
dc.description.abstract This paper analyzes the stability and passivity problems for a class of memristor-based fractional-order competitive neural networks (MBFOCNNs) by using Caputo's fractional derivation. Firstly, impulsive effects are taken well into account and effective analysis techniques are used to reflect the system's practically dynamic behavior. Secondly, by using the Lyapunov technique, some sufficient conditions are obtained by linear matrix inequalities (LMIs) to ensure the stability and passivity of the MBFOCNNs, which can be effectively solved by the LMI computational tool in MATLAB. Finally, two numerical models and their simulation results are given to illustrate the effectiveness of the proposed results. © 2020 Elsevier B.V. tr_TR
dc.language.iso eng tr_TR
dc.relation.isversionof 10.1016/j.neucom.2020.07.036 tr_TR
dc.rights info:eu-repo/semantics/closedAccess tr_TR
dc.subject Competitive Neural Networks tr_TR
dc.subject Fractional Order tr_TR
dc.subject Impulsive Effects tr_TR
dc.subject Memristor tr_TR
dc.subject Passivity tr_TR
dc.subject Stability tr_TR
dc.title Impulsive effects on stability and passivity analysis of memristor-based fractional-order competitive neural networks tr_TR
dc.type article tr_TR
dc.relation.journal Neurocomputing tr_TR
dc.contributor.authorID 56389 tr_TR
dc.identifier.volume 417 tr_TR
dc.identifier.startpage 290 tr_TR
dc.identifier.endpage 301 tr_TR
dc.contributor.department Çankaya Üniversitesi, Fen - Edebiyat Fakültesi, Matematik Bölümü tr_TR


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