Type 2 fuzzy neural networks: An interpretation based on fuzzy inference neural networks with fuzzy parameters

被引:0
作者
Rutkowska, D [1 ]
机构
[1] Czestochowa Tech Univ, Dept Comp Engn, PL-42200 Czestochowa, Poland
来源
PROCEEDINGS OF THE 2002 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOL 1 & 2 | 2002年
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
It is shown, in this paper, that the NEFCON, NEFCLASS, and NEFPROX systems can be viewed as equivalent to the RBF-like neuro-fuzzy systems. In addition, they can be considered as type 2 networks. Analogously to these systems, a concept of type 2 fuzzy neural networks is proposed.
引用
收藏
页码:1180 / 1185
页数:6
相关论文
共 24 条
  • [1] Anderson J., 1995, INTRO NEURAL NETWORK, DOI DOI 10.7551/MITPRESS/3905.001.0001
  • [2] BUCKLEY JJ, 1999, FUZZY NEURAL INTERAC
  • [3] HALGAMUGE S, 1996, ADV METHODS FUSION F
  • [4] FUZZY NEURAL NETWORK WITH FUZZY SIGNALS AND WEIGHTS
    HAYASHI, Y
    BUCKLEY, JJ
    CZOGALA, E
    [J]. INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 1993, 8 (04) : 527 - 537
  • [5] ISHIBUCHI H, 1995, INT J APPROX REASON, V13, P327, DOI 10.1016/0888-613X(95)00060-T
  • [6] ANFIS - ADAPTIVE-NETWORK-BASED FUZZY INFERENCE SYSTEM
    JANG, JSR
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1993, 23 (03): : 665 - 685
  • [7] Type-2 fuzzy logic systems
    Karnik, NN
    Mendel, JM
    Liang, QL
    [J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 1999, 7 (06) : 643 - 658
  • [8] INCORPORATING FUZZY MEMBERSHIP FUNCTIONS INTO THE PERCEPTRON ALGORITHM
    KELLER, JM
    HUNT, DJ
    [J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1985, 7 (06) : 693 - 699
  • [9] LEE S C, 1975, Mathematical Biosciences, V23, P151, DOI 10.1016/0025-5564(75)90125-X
  • [10] McCulloch W. S., 1943, B MATH BIOPHYS, V5, P115, DOI [DOI 10.1007/BF02478259, 10.1007/BF02478259]