Finite-time synchronisation and passivity of coupled memristive neural networks. Issue 12 (1st December 2020)

• Record Type: Journal Article
• Authors: Huang, Yan-Li; Qiu, Shui-Han; Ren, Shun-Yan
• Is Part Of: International journal of control. Volume 93:Issue 12(2020)
• Page Start: 2824
• Page End: 2837
• Publication Date: 2020-12-01
• Subjects: Coupled memristive neural networks -- coupling delays -- finite-time passivity -- finite-time synchronisation; Automatic control -- Periodicals; Electronic journals; 629.8
• DOI: 10.1080/00207179.2019.1566640
• Languages: English
• ISSNs: 0020-7179

Abstract

Abstract : In this paper, we firstly investigate synchronisation and passivity in finite time of coupled memristive neural networks (CMNNs) with and without coupling delays. The key contributions of our work lie on two aspects. On the one hand, by designing suitable controllers, several finite-time synchronisation criteria for the CMNNs with and without coupling delays are established. On the other hand, some sufficient conditions for ensuring finite-time passivity of these considered networks are presented. In addition, two numerical examples are provided to guarantee the availability for the acquired results.