Adaptive Control for Passivity and Synchronization of Coupled Reaction-Diffusion Neural Networks with Multiple State Couplings

被引：0

作者：

Wang, Lu ^{[1
]}

Ren, Shun-Yan ^{[2
]}

Zhang, Yu ^{[1
]}

机构：

[1] Tianjin Polytech Univ, Sch Comp Sci & Technol, Tianjin 300387, Peoples R China

[2] Tianjin Polytech Univ, Sch Mech Engn, Tianjin 300387, Peoples R China

来源：

PROCEEDINGS OF THE 38TH CHINESE CONTROL CONFERENCE (CCC) | 2019年

关键词：

Passivity; Synchronization; Coupled Reaction-Diffusion Neural Networks; Multiple State Couplings; TERMS;

D O I：

10.23919/chicc.2019.8865494

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

In this paper, a coupled reaction-diffusion neural networks with multiple state couplings is presented. By selecting appropriate adaptive control scheme and employing inequality techniques, several passivity conditions for the proposed network model are given. In addition, a sufficient condition for ensuring the synchronization of the proposed network model is also established by exploiting the output-strictly passivity. Finally, we give a numerical example to verify the effectiveness of the derived criteria.

引用

页码：936 / 941

页数：6

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