CHAOTIC NEURAL NETWORK FOR ASSOCIATIVE MEMORY

被引：0
|
作者：
Zhang Yifeng Yang Luxi He Zhenya(Department of Radio Engineering
机构：
来源：
Journal of Electronics(China) | 1999年 / 02期
关键词：
Chaotic map; Associative memory; Neural networks;
D O I：
暂无
中图分类号：
TP183 [人工神经网络与计算];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Based on current research on applications of chaotic neuron network for information processing, the stability and convergence of chaotic neuron network are proved from the viewpoint of energy function. Moreover, a new auto-associative matrix is devised for artificial neural network composed of chaotic neurons, thus, an improved chaotic neuron network for associative memory is built up. Finally, the associative recalling process of the network is analyzed in detail and explanations of improvement are given.
引用
收藏
页码：130 / 137
页数：8
相关论文
共 50 条
  • [11] Memristive discrete chaotic neural network and its application in associative memory
    Fang Zhiyuan
    Liang Yan
    Wang Guangyi
    Gu Yana
    Analog Integrated Circuits and Signal Processing, 2024, 118 : 329 - 342
  • [12] Memristive discrete chaotic neural network and its application in associative memory
    Fang, Zhiyuan
    Liang, Yan
    Wang, Guangyi
    Gu, Yana
    ANALOG INTEGRATED CIRCUITS AND SIGNAL PROCESSING, 2024, 118 (02) : 329 - 342
  • [13] Associative dynamics in a chaotic neural network
    Adachi, M
    Aihara, K
    NEURAL NETWORKS, 1997, 10 (01) : 83 - 98
  • [14] A Novel Chaotic Neural Network Using Memristive Synapse with Applications in Associative Memory
    Hu, Xiaofang
    Duan, Shukai
    Wang, Lidan
    ABSTRACT AND APPLIED ANALYSIS, 2012,
  • [15] Dynamical Associative Memory: The Properties of the New Weighted Chaotic Adachi Neural Network
    Luo, Guangchun
    Ren, Jinsheng
    Qin, Ke
    IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2012, E95D (08): : 2158 - 2162
  • [16] A new memory model for humanoid robots - Introduction of associative memory using chaotic neural network
    Itoh, K
    Miwa, H
    Nukariya, Y
    Takanobu, H
    Takanishi, A
    RO-MAN 2004: 13TH IEEE INTERNATIONAL WORKSHOP ON ROBOT AND HUMAN INTERACTIVE COMMUNICATION, PROCEEDINGS, 2004, : 125 - 130
  • [17] Surrogating neurons in an associative chaotic neural network
    Adachi, M
    ADVANCES IN NEURAL NETWORKS - ISNN 2004, PT 1, 2004, 3173 : 217 - 222
  • [18] Realization of associative memory using chaotic neural network via phase space compression
    Miao, Zhi-Qiang
    Wang, Yao-Nan
    Kongzhi Lilun Yu Yingyong/Control Theory and Applications, 2011, 28 (11): : 1658 - 1664
  • [19] Implementation of circuit for reconfigurable memristive chaotic neural network and its application in associative memory
    Chen, Tao
    Wang, Lidan
    Duan, Shukai
    NEUROCOMPUTING, 2020, 380 (380) : 36 - 42
  • [20] Associative Memory Based on Hysteretic Chaotic Neural Networks
    Xiu Chunbo
    Liu Yuxia
    PROCEEDINGS OF THE 29TH CHINESE CONTROL CONFERENCE, 2010, : 2309 - 2312
12345