Global robust stability of delayed neural networks

被引：152
|
作者：
Arik, S [1 ]
机构：
[1] Istanbul Univ, Dept Elect Elect Engn, TR-34850 Istanbul, Turkey
来源：
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS | 2003年 / 50卷 / 01期
关键词：
dynamical interval neural networks; equilibrium analysis; global robust stability;
D O I：
10.1109/TCSI.2002.807515
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：
This brief presents a sufficient condition for the existence, uniqueness, and global robust stability of the equilibrium point for Hopfield-type delayed neural networks. The result imposes constraint conditions on the boundary values of the network parameters independently of the delay parameter. This result is compared with the previous results derived in the literature.
引用
收藏
页码：156 / 160
页数：5
相关论文
共 50 条
  • [41] Global Robust Stability for Neural Networks with Delays
    Li, Zhonghua
    Wang, Jianjun
    [J]. 2008 INTERNATIONAL SYMPOSIUM ON INTELLIGENT INFORMATION TECHNOLOGY APPLICATION WORKSHOP: IITA 2008 WORKSHOPS, PROCEEDINGS, 2008, : 189 - 192
  • [42] A New Robust Stability Result for Delayed Neural Networks
    Faydasicok, Ozlem
    Cicek, Cemal
    Arik, Sabri
    [J]. NEURAL INFORMATION PROCESSING (ICONIP 2018), PT II, 2018, 11302 : 343 - 352
  • [43] Robust stability for delayed neural networks with nonlinear perturbation
    Xie, L
    Liu, TM
    Liu, JL
    Gu, WK
    Wong, S
    [J]. ADVANCES IN NEURAL NETWORKS - ISNN 2005, PT 1, PROCEEDINGS, 2005, 3496 : 203 - 208
  • [44] A Novel Condition for Robust Stability of Delayed Neural Networks
    Ozcan, Neyir
    Yucel, Eylem
    Arik, Sabri
    [J]. NEURAL INFORMATION PROCESSING, PT III, 2015, 9491 : 273 - 280
  • [45] Robust stability analysis for delayed BAM neural networks
    Wang, Yijing
    Zuo, Zhiqiang
    [J]. ADAPTIVE AND NATURAL COMPUTING ALGORITHMS, PT 2, 2007, 4432 : 88 - +
  • [46] Global robust stability of delayed neural networks: Estimating upper limit of norm of delayed connection weight matrix
    Singh, Vimal
    [J]. CHAOS SOLITONS & FRACTALS, 2007, 32 (01) : 259 - 263
  • [47] Global asymptotic stability and global exponential stability of delayed cellular neural networks
    Liao, XXX
    Wang, J
    Zeng, ZG
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2005, 52 (07) : 403 - 409
  • [48] Global asymptotic stability conditions of delayed neural networks
    Zhou Dong-ming
    Cao Jin-de
    Zhang Li-ming
    [J]. Applied Mathematics and Mechanics, 2005, 26 (3) : 372 - 380
  • [49] Global stability analysis in delayed cellular neural networks
    Zhang, Qiang
    [J]. DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES A-MATHEMATICAL ANALYSIS, 2006, 13 : 348 - 350
  • [50] On the global asymptotic stability of delayed cellular neural networks
    Arik, S
    Tavsanoglu, V
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-FUNDAMENTAL THEORY AND APPLICATIONS, 2000, 47 (04): : 571 - 574
12345