Delay-dependent Exponential Stability of Neutral Neural Networks with Interval Time-Varying Delay

被引：0

作者：

Liu, Yajuan ^{[1
]}

Lee, S. M. ^{[1
]}

Park, Ju H. ^{[2
]}

机构：

[1] Daegu Univ, Sch Elect Engn, Gyongsan 712714, South Korea

[2] Yeungnam Univ, Dept Elect Engn, Kyongsan 712749, South Korea

来源：

2015 27TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC) | 2015年

关键词：

Neutral-type neural network; Interval time-varying delay; Exponential stability; ASYMPTOTIC STABILITY; CRITERIA;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

This paper presents a global stability criteria of neural networks with neutral-type time-varying delay. By constructing a new Lyapunov-Krasovskii function, where not only upper bound, but also lower bound of time delay is included, some less conservative delay-dependent exponential stability criteria is obtained by employing new technique of dealing with some integral terms. Numerical examples are presented to demonstrate the effectiveness and improvement of our results.

引用

页码：722 / 725

页数：4

共 10 条

[1] CELLULAR NEURAL NETWORKS - THEORY
CHUA, LO
YANG, L
[J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS, 1988, 35 (10): : 1257 - 1272
[2] Gu K., 2003, CONTROL ENGN SER BIR
[3] Exponential convergence rate estimation for uncertain delayed neural networks of neutral type
Lien, Chang-Hua
Yu, Ker-Wei
Lin, Yen-Feng
Chung, Yeong-Jay
Chung, Long-Yeu
[J]. CHAOS SOLITONS & FRACTALS, 2009, 40 (05) : 2491 - 2499
[4] New results for global exponential stability of neural networks with varying delays
Liu, Yajuan
Ma, Wanbiao
Mahmoud, Magdi S.
[J]. NEUROCOMPUTING, 2012, 97 : 357 - 363
[5] Improved results on robust exponential stability criteria for neutral-type delayed neural networks
Mahmoud, Magdi S.
Ismail, Abdulla
[J]. APPLIED MATHEMATICS AND COMPUTATION, 2010, 217 (07) : 3011 - 3019
[6] A new stability criterion for bidirectional associative memory neural networks of neutral-type
Park, Ju H.
Park, C. H.
Kwon, O. M.
Lee, S. M.
[J]. APPLIED MATHEMATICS AND COMPUTATION, 2008, 199 (02) : 716 - 722
[7] Improved asymptotic stability criteria for neural networks with interval time-varying delay
Tian, Junkang
Zhou, Xiangbing
[J]. EXPERT SYSTEMS WITH APPLICATIONS, 2010, 37 (12) : 7521 - 7525
[8] Wang Z., 2007, STABILITY ANAL CONTI
[9] Delay-dependent exponential stability for a class of neural networks with time delays
Xu, SY
Lam, J
Ho, DWC
Zou, Y
[J]. JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2005, 183 (01) : 16 - 28
[10] Global asymptotic stability to a generalized Cohen-Grossberg BAM neural networks of neutral type delays
Zhang, Zhengqiu
Liu, Wenbin
Zhou, Dongming
[J]. NEURAL NETWORKS, 2012, 25 : 94 - 105

← 1 →