Exponential Stability of Matrix-Valued BAM Neural Networks with Time-Varying Delays

被引：0

作者：

Popa, Calin-Adrian ^{[1
]}

机构：

[1] Polytech Univ Timisoara, Dept Comp & Software Engn, Blvd V Parvan 2, Timisoara 300223, Romania

来源：

NEURAL INFORMATION PROCESSING (ICONIP 2017), PT III | 2017年 / 10636卷

关键词：

Matrix-valued BAM neural networks; Exponential stability; Linear matrix inequality; Time-varying delays;

D O I：

10.1007/978-3-319-70090-8_72

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Matrix-valued BAM neural networks are a generalization of real-valued BAM neural networks, for which the states, weights, and outputs are square matrices. This paper gives a sufficient criterion expressed in terms of linear matrix inequalities, for which the equilibrium point of these networks with time-varying delays is exponentially stable. A numerical example is provided to demonstrate the effectiveness of the proposed criterion.

引用

页码：718 / 727

页数：10

共 50 条

[1] Exponential stability of BAM neural networks with time-varying delays
Zhang L.
Shi B.
Journal of Applied Mathematics and Computing, 2009, 30 (1-2) : 385 - 396
[2] Lagrange Exponential Stability of Complex-Valued BAM Neural Networks With Time-Varying Delays
Zhang, Ziye
Guo, Runan
Liu, Xiaoping
Lin, Chong
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2020, 50 (08): : 3072 - 3085
[3] Global exponential stability for BAM neural networks with time-varying delays
Zong, Guangdeng
Wu, Yanfeng
Hou, Linlin
2008 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-11, 2008, : 2500 - 2505
[4] Global exponential stability of fuzzy BAM neural networks with time-varying delays
Zhang, Qianhong
Luo, Wei
CHAOS SOLITONS & FRACTALS, 2009, 42 (04) : 2239 - 2245
[5] Exponential Stability of Antiperiodic Solution for BAM Neural Networks with Time-Varying Delays
Li, Xiaofei
Qin, Chuan
Zhu, Quanxin
MATHEMATICAL PROBLEMS IN ENGINEERING, 2018, 2018
[6] Exponential passivity of BAM neural networks with time-varying delays
Du, Yuanhua
Zhong, Shouming
Zhou, Nan
Nie, Lei
Wang, Wenqin
APPLIED MATHEMATICS AND COMPUTATION, 2013, 221 : 727 - 740
[7] Global exponential stability for BAM neural networks with time-varying delays in the leakage terms
Liu, Bingwen
NONLINEAR ANALYSIS-REAL WORLD APPLICATIONS, 2013, 14 (01) : 559 - 566
[8] Improved Global Exponential Stability Criterion for BAM Neural Networks with Time-Varying Delays
Chen, Yonggang
Qin, Tiheng
ADVANCES IN NEURAL NETWORKS - ISNN 2008, PT I, PROCEEDINGS, 2008, 5263 : 128 - +
[9] Global exponential stability of BAM neural networks with time-varying delays and diffusion terms
Wan, Li
Zhou, Qinghua
PHYSICS LETTERS A, 2007, 371 (1-2) : 83 - 89
[10] Exponential stability of uncertain stochastic fuzzy BAM neural networks with time-varying delays
Ali, M. Syed
Balasubramaniam, P.
NEUROCOMPUTING, 2009, 72 (4-6) : 1347 - 1354

← 1 2 3 4 5 →