A self-organization algorithm of neural networks

被引：0
|
作者：
Yamawaki, S [1 ]
Imao, S [1 ]
机构：
[1] Fac Sci & Technol, Dept Elect Engn, Higashiosaka, Osaka 5778502, Japan
来源：
KNOWLEDGE-BASED INTELLIGENT INFORMATION ENGINEERING SYSTEMS & ALLIED TECHNOLOGIES, PTS 1 AND 2 | 2001年 / 69卷
关键词：
forgetting; self-organization; recurrent neural network; least-squares method; back-propagation method; identification;
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：
The description ability of neural networks is applied to solve identification problems of non-linear systems. However, the description ability of neural networks depends greatly on the number of neurons and other elements. In the present study, we propose a self-organization method for neural networks that employs a forgetting manipulation.
引用
收藏
页码：1435 / 1438
页数：4
相关论文
共 50 条
  • [41] Self-organization of linear nanochannel networks
    Annabattula, R. K.
    Veenstra, J. M.
    Mei, Y. F.
    Schmidt, O. G.
    Onck, P. R.
    [J]. PHYSICAL REVIEW B, 2010, 81 (22):
  • [42] Self-organization in Simulated Social Networks
    Leishman, Tania G.
    Green, David G.
    Driver, Sheree
    [J]. COMPUTER-MEDIATED SOCIAL NETWORKING, 2009, 5322 : 150 - 156
  • [43] A framework for the self-organization of Personal Networks
    Lu, Weidong
    Prasad, Rx
    Lo, Anthony
    Niernegeers, Ignas
    [J]. 2007 FOURTH ANNUAL INTERNATIONAL CONFERENCE ON MOBILE AND UBIQUITOUS SYSTEMS: NETWORKING & SERVICES, 2007, : 469 - 476
  • [44] Dynamical networks with topological self-organization
    Zak, M
    [J]. SIMULATION IN INDUSTRY 2001, 2001, : 709 - 712
  • [45] Structural self-organization in vascular networks
    Jacobsen, JCB
    Gustafsson, F
    Holstein-Rathlou, NH
    [J]. FASEB JOURNAL, 2001, 15 (04): : A39 - A39
  • [46] Self-organization of surface transportation networks
    Levinson, David
    Yerra, Bhanu
    [J]. TRANSPORTATION SCIENCE, 2006, 40 (02) : 179 - 188
  • [47] Research of Algorithm Based on Improved Self-Organization Neural Network of Fuzzy Clustering
    Zhang, Xu
    Duan, LongZhen
    Zhan, Yunqiao
    Wang, Guifeng
    [J]. ADVANCES IN ELECTRICAL ENGINEERING AND AUTOMATION, 2012, 139 : 191 - 197
  • [48] NEURAL NETWORKS AS A SOURCE OF IDEAS AND A TOOL FOR MODELING PROCESSES OF SELF-ORGANIZATION AND MANAGEMENT
    Vladimirskiy, B. M.
    [J]. TERRA ECONOMICUS, 2006, 4 (04): : 142 - 145
  • [49] Self-organization of action hierarchy and compositionality by reinforcement learning with recurrent neural networks
    Han, Dongqi
    Doya, Kenji
    Tani, Jun
    [J]. NEURAL NETWORKS, 2020, 129 : 149 - 162
  • [50] Self-organization processes in chaotic neural networks under external periodic force
    Bondarenko, VE
    [J]. INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS, 1997, 7 (08): : 1887 - 1895
12345