AND-OR fuzzy neural networks

被引：0
|
作者：
Sui Jianghuai [1 ]
Ren Guang [1 ]
机构：
[1] Dalian Maritime Univ, Marine Engn Coll, Dalian 116026, Peoples R China
来源：
PROCEEDINGS OF THE FIRST INTERNATIONAL SYMPOSIUM ON TEST AUTOMATION & INSTRUMENTATION, VOLS 1 - 3 | 2006年
关键词：
in-degree; relevant degree; connectivity;
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：
A novel multilayer feed-forward AND-OR fuzzy neural network (AND-OR FNN) is proposed in this paper. The equivalent is proved between the architecture of AND-OR FNN and fuzzy weighted Mamdani inference. The main superiority is shown not only in reducing the input space by special inner structure of neurons. but also auto-extracting the rule base by the structure optimization of network.
引用
收藏
页码：1937 / 1941
页数：5
相关论文
共 50 条
  • [31] Multilayer Evolving Fuzzy Neural Networks
    Gu, Xiaowei
    Angelov, Plamen
    Han, Jungong
    Shen, Qiang
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2023, 31 (12) : 4158 - 4169
  • [32] Fuzzy decisions in modular neural networks
    Mizraji, E
    Lin, J
    INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS, 2001, 11 (01): : 155 - 167
  • [33] Fuzzy neural networks and cognitive modeling
    Gupta, MM
    Musílek, P
    INTERNATIONAL JOURNAL OF GENERAL SYSTEMS, 2000, 29 (01) : 7 - 28
  • [34] Fuzzy cellular neural networks: Theory
    Yang, T
    Yang, LB
    Wu, CW
    Chua, LO
    1996 FOURTH IEEE INTERNATIONAL WORKSHOP ON CELLULAR NEURAL NETWORKS AND THEIR APPLICATIONS, PROCEEDINGS (CNNA-96), 1996, : 181 - 186
  • [35] Replacing Fuzzy Systems with Neural Networks
    Xie, Tiantian
    Yu, Hao
    Wilamowski, Bogdan
    3RD INTERNATIONAL CONFERENCE ON HUMAN SYSTEM INTERACTION, 2010, : 189 - 193
  • [36] Hybrid fuzzy polynomial neural networks
    Oh, SK
    Kim, DW
    Pedrycz, W
    INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS, 2002, 10 (03) : 257 - 280
  • [37] APPLICATION OF NEURAL NETWORKS TO FUZZY CONTROL
    BOUSLAMA, F
    ICHIKAWA, A
    NEURAL NETWORKS, 1993, 6 (06) : 791 - 799
  • [38] Fuzzy cellular neural networks: Applications
    Yang, T
    Yang, LB
    Wu, CW
    Chua, LO
    1996 FOURTH IEEE INTERNATIONAL WORKSHOP ON CELLULAR NEURAL NETWORKS AND THEIR APPLICATIONS, PROCEEDINGS (CNNA-96), 1996, : 225 - 230
  • [39] Boosting Simplified Fuzzy Neural Networks
    Natekin, Alexey
    Knoll, Alois
    ENGINEERING APPLICATIONS OF NEURAL NETWORKS, EANN 2013, PT I, 2013, 383 : 330 - 339
  • [40] Nonsmooth training of fuzzy neural networks
    C. Eitzinger
    Soft Computing, 2004, 8 : 443 - 448
12345