Global Stability of Neural Networks with Delays and Impulses

被引：0

作者：

Yang, Fengjian ^{[1
]}

Zhang, Chaolong ^{[1
]}

Wu, Dongqing ^{[1
]}

Yang, Jianfu ^{[1
]}

Zeng, Yanshan ^{[1
]}

Liang, Lishi ^{[2
]}

Hong, Qun ^{[3
]}

机构：

[1] Zhongkai Univ Agr & Engn, Dept Computat Sci, Guangzhou 510225, Guangdong, Peoples R China

[2] Middle Sch Guangzhou City 5, Guangzhou 510220, Peoples R China

[3] Haizhu Dist Chigang Primary Sch Guangzhou City, Guangzhou 510310, Peoples R China

来源：

ADVANCES IN NEURAL NETWORKS - ISNN 2009, PT 1, PROCEEDINGS | 2009年 / 5551卷

关键词：

impulse; neural networks; delay; stability;

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

This paper is concerned with a class of neural networks with delays and impulses. Some sufficient conditions are obtained for the existence and globally exponential stability of a unique equilibrium solution without assuming the activation function to be bounded, monotonic or differentiable. An example is given to demonstrate the effectiveness of the obtained results.

引用

页码：455 / +

页数：2

共 50 条

[1] Global Power Stability of Neural Networks with Impulses and Proportional Delays
Guan, Kaizhong
[J]. BULLETIN OF THE MALAYSIAN MATHEMATICAL SCIENCES SOCIETY, 2019, 42 (05) : 2237 - 2264
[2] Global Power Stability of Neural Networks with Impulses and Proportional Delays
Kaizhong Guan
[J]. Bulletin of the Malaysian Mathematical Sciences Society, 2019, 42 : 2237 - 2264
[3] Global exponential stability of BAM neural networks with delays and impulses
Li, YK
[J]. CHAOS SOLITONS & FRACTALS, 2005, 24 (01) : 279 - 285
[4] Global exponential stability of BAM neural networks with distributed delays and impulses
Zhou, Qinghua
[J]. NONLINEAR ANALYSIS-REAL WORLD APPLICATIONS, 2009, 10 (01) : 144 - 153
[5] Global asymptotic stability of BAM neural networks with mixed delays and impulses
Samidurai, R.
Sakthivel, R.
Anthoni, S. M.
[J]. APPLIED MATHEMATICS AND COMPUTATION, 2009, 212 (01) : 113 - 119
[6] Global exponential stability of cellular neural networks with mixed delays and impulses
Xiong, Wanmin
Zhou, Qiyuan
Xiao, Bing
Yu, Yuehua
[J]. CHAOS SOLITONS & FRACTALS, 2007, 34 (03) : 896 - 902
[7] Global exponential stability of a general class of neural networks with delays and impulses
Zhang, Chaolong
Yang, Fengjian
Wu, Dongqing
[J]. WCICA 2006: SIXTH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-12, CONFERENCE PROCEEDINGS, 2006, : 2815 - 2819
[8] Stability and Periodicity of Neural Networks with Delays and Impulses
Yang, Fengjian
Zhang, Chaolong
Wu, Dongqing
Yang, Jianfu
Gao, Chuanxiang
Liang, Lishi
Hong, Qun
[J]. CCDC 2009: 21ST CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-6, PROCEEDINGS, 2009, : 3171 - +
[9] Stability of Neural Networks with Delays and Hybrid Impulses
Akca, Haydar
Chew, Peter
[J]. INTERNATIONAL JOURNAL OF APPLIED MATHEMATICS & STATISTICS, 2024, 63 : 1 - 8
[10] Global exponential stability of BAM neural networks with transmission delays and nonlinear impulses
Huang, Zhenkun
Xia, Yonghui
[J]. CHAOS SOLITONS & FRACTALS, 2008, 38 (02) : 489 - 498

← 1 2 3 4 5 →