New Exponential Stability Conditions of Switched BAM Neural Networks with Delays

被引:0
作者
Yang, Yi [1 ,2 ]
机构
[1] Beihang Univ, Reliabil & Syst Engn Sch, Beijing 100191, Peoples R China
[2] China Astronaut Res & Training Ctr, Beijing 100094, Peoples R China
关键词
ROBUST STABILITY; ASYMPTOTIC STABILITY; TIME-DELAY; CRITERION; SYSTEMS;
D O I
10.1155/2013/141592
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The exponential stability problem is considered in this paper for discrete-time switched BAM neural networks with time delay. The average dwell time method is introduced to deal with the exponential stability analysis of the systems for the first time. By constructing a new switching-dependent Lyapunov-Krasovskii functional, some new delay-dependent criteria are developed, which guarantee the exponential stability. A numerical example is provided to demonstrate the potential and effectiveness of the proposed algorithms.
引用
收藏
页数:9
相关论文
共 18 条
[1]  
Boyd S., 1994, LINEAR MATRIX INEQUA, V15
[2]   Global robust exponential stability of discrete-time interval BAM neural networks with time-varying delays [J].
Gao, Ming ;
Cui, Baotong .
APPLIED MATHEMATICAL MODELLING, 2009, 33 (03) :1270-1284
[3]   Robust stability analysis of switched Hopfield neural networks with time-varying delay under uncertainty's [J].
Huang, H ;
Qu, YZ ;
Li, HX .
PHYSICS LETTERS A, 2005, 345 (4-6) :345-354
[4]   BIDIRECTIONAL ASSOCIATIVE MEMORIES [J].
KOSKO, B .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1988, 18 (01) :49-60
[5]   ADAPTIVE BIDIRECTIONAL ASSOCIATIVE MEMORIES [J].
KOSKO, B .
APPLIED OPTICS, 1987, 26 (23) :4947-4960
[6]   Delay-dependent exponential stability analysis of bi-directional associative memory neural networks with time delay: an LMI approach [J].
Li, CD ;
Liao, XF ;
Zhang, R .
CHAOS SOLITONS & FRACTALS, 2005, 24 (04) :1119-1134
[7]   On Hybrid Impulsive and Switching Neural Networks [J].
Li, Chuandong ;
Feng, Gang ;
Huang, Tingwen .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2008, 38 (06) :1549-1560
[8]   Discrete-time bidirectional associative memory neural networks with variable delays [J].
Liang, JL ;
Cao, JD ;
Ho, DWC .
PHYSICS LETTERS A, 2005, 335 (2-3) :226-234
[9]   Basic problems in stability and design of switched systems [J].
Liberzon, D ;
Morse, AS .
IEEE CONTROL SYSTEMS MAGAZINE, 1999, 19 (05) :59-70
[10]   New delay-dependent asymptotic stability conditions concerning BAM neural networks of neutral type [J].
Liu, Jia ;
Zong, Guangdeng .
NEUROCOMPUTING, 2009, 72 (10-12) :2549-2555