Synchronization of memristive competitive neural networks with different time scales

被引：27

作者：

Shi, Yanchao ^{[1
]}

Zhu, Peiyong ^{[1
]}

机构：

[1] Univ Elect Sci & Technol China, Sch Appl Math, Chengdu 611731, Peoples R China

来源：

NEURAL COMPUTING & APPLICATIONS | 2014年 / 25卷 / 05期

关键词：

Memristor; Competitive neural network; Lyapunov-Krasovskii functional; Synchronization control; STABILITY;

D O I：

10.1007/s00521-014-1598-9

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

In this paper, a feedback controller is proposed for the synchronization of memristive competitive neural networks with different time scales. By constructing a proper Lyapunov-Krasovskii functional, as well as employing differential inclusions theory, a feedback controller is designed to achieve the asymptotical synchronization of coupled competitive neural networks. The proposed synchronization algorithm is simple and can be easily realized. A simulation example is given to show the effectiveness of the theoretical results.

引用

页码：1163 / 1168

页数：6

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