Stability conditions for bi-directional associative memory neural networks with delay

被引：0
|
作者：
Zhou, DM [1 ]
Cao, JD [1 ]
机构：
[1] Yunnan Univ, Informat Coll, Kunming 650091, Peoples R China
来源：
PROCEEDINGS OF THE 3RD WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-5 | 2000年
关键词：
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：
Bi-directional associative memory(BAM) models are two-layer heteroassociative networks. In the paper, the global asymptotic stability is studied for continuous bi-directional associative memory neural networks with axonal signal transmission delay while the neuronal output signal function S is not differentiable and strictly monotone increasing. Several sufficient conditions guaranteeing the network's global asymptotic stability are derived, the obtained results have important leading significance in the design and application of BAM.
引用
收藏
页码：809 / 812
页数：4
相关论文
共 50 条
  • [21] Global asymptotic stability of uncertain stochastic bi-directional associative memory networks with discrete and distributed delays
    Shu, Huisheng
    Wang, Zidong
    Lue, Zengwei
    MATHEMATICS AND COMPUTERS IN SIMULATION, 2009, 80 (03) : 490 - 505
  • [22] Properties and Stability of Max-Product Fuzzy Bi-Directional Associative Memory
    舒兰
    Journal of Electronic Science and Technology of China, 2005, (02) : 175 - 177
  • [23] Mittag-Leffler stability of impulsive fractional-order bi-directional associative memory neural networks with time-varying delays
    Stamova, Ivanka
    Stamov, Gani
    Simeonov, Stanislav
    Ivanov, Alexander
    TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL, 2018, 40 (10) : 3068 - 3077
  • [24] Periodic solutions of Cohen-Grossberg-type Bi-directional associative memory neural networks with neutral delays and impulses
    Chen, Shuting
    Wang, Ke
    Liu, Jiang
    Lin, Xiaojie
    AIMS MATHEMATICS, 2021, 6 (03): : 2539 - 2558
  • [25] Stability of bi-directional cooperative relay networks
    Ciftcioglu, Ertugrul Necdet
    Yener, Aylin
    Berry, Randall
    2008 IEEE INFORMATION THEORY WORKSHOP, 2008, : 144 - +
  • [26] An analysis of periodic solutions of bi-directional associative memory networks with time-varying delays
    Cao, JD
    Jiang, QH
    PHYSICS LETTERS A, 2004, 330 (3-4) : 203 - 213
  • [27] Further analysis on dynamical properties of fractional-order bi-directional associative memory neural networks involving double delays
    Xu, Changjin
    Zhang, Wei
    Aouiti, Chaouki
    Liu, Zixin
    Yao, Lingyun
    MATHEMATICAL METHODS IN THE APPLIED SCIENCES, 2022, 45 (17) : 11736 - 11754
  • [28] A new construction method of Bi-directional associative memory for object recognition
    Chen, TS
    Lin, KP
    Chung, BT
    VISUAL COMMUNICATIONS AND IMAGE PROCESSING '96, 1996, 2727 : 168 - 174
  • [29] Bi-directional Gated Memory Networks for Answer Selection
    Wu, Wei
    Wang, Houfeng
    Li, Sujian
    CHINESE COMPUTATIONAL LINGUISTICS AND NATURAL LANGUAGE PROCESSING BASED ON NATURALLY ANNOTATED BIG DATA, CCL 2017, 2017, 10565 : 251 - 262
  • [30] Global stability analysis of bidirectional associative memory neural networks with time delay
    Zhang, JY
    Yang, YR
    INTERNATIONAL JOURNAL OF CIRCUIT THEORY AND APPLICATIONS, 2001, 29 (02) : 185 - 196
12345