Stability of cellular neural networks with time-varying delay

被引：73
作者：
Yu, GJ
Lu, CY
Tsai, JSH
Su, TJ
Liu, BD
机构：
[1] Natl Cheng Kung Univ, Dept Elect Engn, Tainan 701, Taiwan
[2] Natl Kaohsiung Univ Appl Sci, Dept Elect Engn, Kaohsiung 807, Taiwan
来源：
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-FUNDAMENTAL THEORY AND APPLICATIONS | 2003年 / 50卷 / 05期
关键词：
cellular neural networks (CNNs); linear-matrix inequality (LMI); stability;
D O I：
10.1109/TCSI.2003.811031
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
The stability for cellular neural networks (CNNs) with time-varying delay is introduced by linear-matrix inequality. A sufficient condition related to the global asymptotic stability for delay CNNs is proposed. It is shown that the condition relies on the, dependence of the delay. This condition is less restrictive than that given in the literature.
引用
收藏
页码：677 / 679
页数：3
相关论文
共 15 条
  • [1] Equilibrium analysis of delayed CNN's
    Arik, S
    Tavsanoglu, V
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-FUNDAMENTAL THEORY AND APPLICATIONS, 1998, 45 (02): : 168 - 171
  • [2] Boyd S., 1994, LINEAR MATRIX INEQUA, DOI https://doi.org/10.1109/jproc.1998.735454
  • [3] Global stability analysis in delayed cellular neural networks
    Cao, JD
    [J]. PHYSICAL REVIEW E, 1999, 59 (05): : 5940 - 5944
  • [4] CELLULAR NEURAL NETWORKS - APPLICATIONS
    CHUA, LO
    YANG, L
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS, 1988, 35 (10): : 1273 - 1290
  • [5] CELLULAR NEURAL NETWORKS - THEORY
    CHUA, LO
    YANG, L
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS, 1988, 35 (10): : 1257 - 1272
  • [6] ON STABILITY OF CELLULAR NEURAL NETWORKS WITH DELAY
    CIVALLERI, PP
    GILLI, M
    PANDOLFI, L
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 1993, 40 (03) : 157 - 165
  • [7] CRUZ JM, 1993, CELLULAR NEURAL NETW, P117
  • [8] On the global convergence of a class of functional differential equations with applications in neural network theory
    Joy, M
    [J]. JOURNAL OF MATHEMATICAL ANALYSIS AND APPLICATIONS, 1999, 232 (01) : 61 - 81
  • [9] Kolmanovskii V., 1999, INTRO THEORY APPL FU
  • [10] LIAO TL, 2000, P 2000 AUT CONTR C, P493
12