Computational abilities of a chaotic neural network

被引：9
|
作者：
Tanaka, T [1 ]
Hiura, E
机构：
[1] Hiroshima Prefectural Univ, Dept Informat Sci, Shobara, Hiroshima 7270023, Japan
[2] Fukuyama Polytech Coll, Dept Informat Sci, Fukuyama, Hiroshima 7200074, Japan
来源：
PHYSICS LETTERS A | 2003年 / 315卷 / 3-4期
关键词：
D O I：
10.1016/S0375-9601(03)01002-8
中图分类号：
O4 [物理学];
学科分类号：
0702 ;
摘要：
A model of a single neuron with chaotic dynamics is proposed. The considered model involves a piecewise sine map as a chaos oscillator. A neural network composed of these chaos neurons is also investigated, and applied to solve a problem for self-association and a typical optimization problem. (C) 2003 Elsevier B.V. All rights reserved.
引用
收藏
页码：225 / 230
页数：6
相关论文
共 50 条
  • [1] On a chaotic neural network with decaying chaotic noise
    Ma, TY
    Wang, L
    Jiang, YT
    Yang, XZ
    [J]. ADVANCES IN NEURAL NETWORKS - ISNN 2005, PT 1, PROCEEDINGS, 2005, 3496 : 497 - 502
  • [2] A Novel Chaotic Neural Network with Chaotic Noise
    Xu, Yao-qun
    Sun, Ming
    [J]. SEVENTH WUHAN INTERNATIONAL CONFERENCE ON E-BUSINESS, VOLS I-III: UNLOCKING THE FULL POTENTIAL OF GLOBAL TECHNOLOGY, 2008, : 1267 - 1271
  • [3] A chaotic neural network model
    Shuai, JW
    Chen, ZX
    Liu, RT
    Wu, BX
    [J]. CHINESE PHYSICS LETTERS, 1996, 13 (03) : 185 - 188
  • [4] Synchronization in a chaotic neural network
    Kyprianidis, IM
    Stouboulos, IN
    [J]. DSP 2002: 14TH INTERNATIONAL CONFERENCE ON DIGITAL SIGNAL PROCESSING PROCEEDINGS, VOLS 1 AND 2, 2002, : 1057 - 1060
  • [5] An adaptive chaotic neural network
    Crook, N
    Scheper, TO
    [J]. PROCEEDING OF THE 2002 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1-3, 2002, : 2580 - 2585
  • [6] Chaotic Neural Network Reservoir
    Horio, Yoshihiko
    [J]. 2019 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2019,
  • [7] A NEURAL NETWORK OF CHAOTIC OSCILLATORS
    INOUE, M
    FUKUSHIMA, S
    [J]. PROGRESS OF THEORETICAL PHYSICS, 1992, 87 (03): : 771 - 774
  • [8] Design of a Chaotic Neural Network by Using Chaotic Nodes and NDRAM Network
    Taherkhani, A.
    Mohammadi, A.
    Seyyedsalehi, S. A.
    Davande, H.
    [J]. 2008 IEEE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1-8, 2008, : 3500 - 3504
  • [9] Morlet Wavelet chaotic neural network with chaotic noise
    Xu, Yao-qun
    Zhang, Jia-hai
    Sun, Ming
    [J]. ADVANCED INTELLIGENT COMPUTING THEORIES AND APPLICATIONS: WITH ASPECTS OF CONTEMPORARY INTELLIGENT COMPUTING TECHNIQUES, 2007, 2 : 1275 - +
  • [10] Shannon Wavelet Chaotic Neural Network with Chaotic Noise
    Xu, Yao-qun
    Liu, Jian
    [J]. NINTH WUHAN INTERNATIONAL CONFERENCE ON E-BUSINESS, VOLS I-III, 2010, : 2133 - 2140
12345