Finite-time synchronisation of neural networks with discrete and distributed delays via periodically intermittent memory feedback control

dc.contributor.authorYang, Fei
dc.contributor.authorMei, Jun
dc.contributor.authorWu, Zhou
dc.date.accessioned2016-10-27T07:54:51Z
dc.date.available2016-10-27T07:54:51Z
dc.date.issued2016-09
dc.description.abstractIn this paper, finite-time synchronization between two chaotic systems with discrete and distributed delays is investigated by using periodically intermittent memory feedback control. Based on finite-time stability theory, some novel and effective synchronization criteria of intermit- tent control are derived by means of linear matrix inequalities (LMIs) and differential inequality techniques. Furthermore, a necessary condition of finite-time synchronization of intermittent con- trol is given for neural networks with discrete and distributed delays. A numerical example on two chaotic neural networks shows the effectiveness and correctness of the derived theoretical results. In addition, a secure communication synchronization problem is presented to demonstrate practical effectiveness of the proposed method.en_ZA
dc.description.departmentElectrical, Electronic and Computer Engineeringen_ZA
dc.description.librarianhb2016en_ZA
dc.description.sponsorshipNational Natural Science Foundation of China (Grant No. 61273183, No. 61374028 and No. 61374085).en_ZA
dc.description.urihttp://www.ietdl.orgIET-CTAen_ZA
dc.identifier.citationYang, F, Mei, J & Wu, Z 2016, 'Finite-time synchronisation of neural networks with discrete and distributed delays via periodically intermittent memory feedback control', IET Control Theory and Applications, vol. 10, no. 4, pp. 1630-1640.en_ZA
dc.identifier.issn1751-8644 (print)
dc.identifier.issn1751-8652 (online)
dc.identifier.other10.1049/iet-cta.2015.1326
dc.identifier.urihttp://hdl.handle.net/2263/57519
dc.language.isoenen_ZA
dc.publisherInstitution of Engineering and Technologyen_ZA
dc.rights© The Institution of Engineering and Technology 2016. This paper is a postprint of a paper submitted to and accepted for publication in IET Control Theory and Applications and is subject to Institution of Engineering and Technology Copyright. The copy of record is available at IET Digital Library.en_ZA
dc.subjectFinite-time synchronizationen_ZA
dc.subjectNeural networksen_ZA
dc.subjectPeriodically intermittent memoryen_ZA
dc.titleFinite-time synchronisation of neural networks with discrete and distributed delays via periodically intermittent memory feedback controlen_ZA
dc.typePostprint Articleen_ZA

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