Global exponential synchronization of delayed BAM neural networks

被引：7

作者：

Wang, Meng ^{[1
]}

Teng, Jianfeng ^{[1
]}

Liu, Erlin ^{[1
]}

机构：

[1] College of Medical Information Engineering, JiNing Medical University, RiZhao

来源：

Journal of Networks | 2014年 / 9卷 / 05期

关键词：

BAM neural networks; Delay; Exponential synchronization; Halanay inequality; Lyapunov-; krasovskii;

D O I：

10.4304/jnw.9.5.1354-1360

中图分类号：

学科分类号：

摘要：

In order to enhance the presented synchronization scheme level, this paper deals with the synchronization problem of a class of bidirectional associative memory (BAM) neural networks with delays. Using the drive-response concept, a feedback control law is derived to achieve the state synchronization of two identical BAM neural networks. Moreover, based on the Lyapunov stability method and the Halanay inequality lemma, two delay-independent sufficient exponential synchronization conditions are derived. The results in the present study provide new insights into the exponential synchronization of BAM neural networks. An example is given to show the effectiveness of the obtained results. © 2014 ACADEMY PUBLISHER.

引用

页码：1354 / 1360

页数：6

共 50 条

[41] Existence and global exponential stability of periodic solution for discrete-time BAM neural networks [J].

Zhou, Tiejun ;

Liu, Yirong ;

Liu, Yuehua .

APPLIED MATHEMATICS AND COMPUTATION, 2006, 182 (02) :1341-1354

[42] Improved Global Exponential Stability Criterion for BAM Neural Networks with Time-Varying Delays [J].

Chen, Yonggang ;

Qin, Tiheng .

ADVANCES IN NEURAL NETWORKS - ISNN 2008, PT I, PROCEEDINGS, 2008, 5263 :128-+

[43] Global exponential stability of BAM neural networks with recent-history distributed delays and impulses [J].

Liu, Bingwen ;

Huang, Lihong .

NEUROCOMPUTING, 2006, 69 (16-18) :2090-2096

[44] Novel Global Exponential Stability Analysis for BAM Neural Networks with Time-Varying Delays [J].

Chen, Yonggang ;

Huang, Shoujia ;

Yin, Jingben ;

Li, Qingbo .

CCDC 2009: 21ST CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-6, PROCEEDINGS, 2009, :4355-+

[45] EXPONENTIAL SYNCHRONIZATION OF DELAYED REACTION-DIFFUSION NEURAL NETWORKS WITH GENERAL BOUNDARY CONDITIONS [J].

Yan, Ping ;

Lv, Teng .

ROCKY MOUNTAIN JOURNAL OF MATHEMATICS, 2013, 43 (03) :1037-1057

[46] Event-Triggered Exponential Synchronization of Delayed Quaternion-Valued Neural Networks [J].

Hou, Jiyong ;

Zhang, Ziye .

2024 14TH ASIAN CONTROL CONFERENCE, ASCC 2024, 2024, :734-738

[47] Adaptive exponential synchronization of delayed Cohen-Grossberg neural networks with discontinuous activations [J].

Wu, Huaiqin ;

Zhang, Xiaowei ;

Li, Ruoxia ;

Yao, Rong .

INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2015, 6 (02) :253-263

[48] Exponential synchronization of stochastic delayed memristive neural networks via a novel hybrid control [J].

Yang, Nijing ;

Yu, Yongbin ;

Zhong, Shouming ;

Wang, Xiangxiang ;

Shi, Kaibo ;

Cai, Jingye .

NEURAL NETWORKS, 2020, 131 :242-250

[49] Global Exponential Synchronization of Nonlinearly Coupled Reaction- Diffusion Neural Networks [J].

Huang, Yan-Li ;

Xu, Bei-Bei ;

Ren, Shun-Yan ;

Wang, Jin-Liang ;

Chen, Wei-Zhong .

2017 29TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2017, :4742-4747

[50] Polynomial dissipativity of proportional delayed BAM neural networks [J].

Xing, Lin ;

Zhou, Liqun .

INTERNATIONAL JOURNAL OF BIOMATHEMATICS, 2020, 13 (06)

← 1 2 3 4 5 →