Finite-time synchronisation of neural networks with discrete and distributed delays via periodically intermittent memory feedback control
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| dc.contributor.author | Yang, Fei
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| dc.contributor.author | Mei, Jun
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| dc.contributor.author | Wu, Zhou
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| dc.date.accessioned | 2016-10-27T07:54:51Z | |
| dc.date.available | 2016-10-27T07:54:51Z | |
| dc.date.issued | 2016-09 | |
| dc.description.abstract | In 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.department | Electrical, Electronic and Computer Engineering | en_ZA |
| dc.description.librarian | hb2016 | en_ZA |
| dc.description.sponsorship | National Natural Science Foundation of China (Grant No. 61273183, No. 61374028 and No. 61374085). | en_ZA |
| dc.description.uri | http://www.ietdl.orgIET-CTA | en_ZA |
| dc.identifier.citation | Yang, 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.issn | 1751-8644 (print) | |
| dc.identifier.issn | 1751-8652 (online) | |
| dc.identifier.other | 10.1049/iet-cta.2015.1326 | |
| dc.identifier.uri | http://hdl.handle.net/2263/57519 | |
| dc.language.iso | en | en_ZA |
| dc.publisher | Institution of Engineering and Technology | en_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.subject | Finite-time synchronization | en_ZA |
| dc.subject | Neural networks | en_ZA |
| dc.subject | Periodically intermittent memory | en_ZA |
| dc.title | Finite-time synchronisation of neural networks with discrete and distributed delays via periodically intermittent memory feedback control | en_ZA |
| dc.type | Postprint Article | en_ZA |
