The equivalence between fuzzy logic systems and feedforward neural networks

作者: Hong-Xing Li , CL Philip Chen , None

DOI: 10.1109/72.839006

关键词:

摘要: … neural networks. Based on this result, we prove the equivalence between fuzzy logic systems and feedforward neural networks. … on fuzzy logic systems, neural networks, or neuro-fuzzy …

参考文章(11)
Kiyoji Asai, Toshiro Terano, Michio Sugeno, Fuzzy systems theory and its applications ,(1991)
Frank Klawonn, Rudolf Kruse, Detlef Nauck, Foundations of neuro-fuzzy systems ,(1997)
Robert E. Uhrig, Lefteri H. Tsoukalas, Fuzzy and neural approaches in engineering ,(1997)
Chin-Teng Lin, C. S. George Lee, Neural fuzzy systems: a neuro-fuzzy synergism to intelligent systems Prentice-Hall, Inc.. ,(1996)
James J. Buckley, Yoichi Hayashi, Ernest Czogała, On the equivalence of neural nets and fuzzy expert systems Fuzzy Sets and Systems. ,vol. 100, pp. 145- 150 ,(1999) , 10.1016/0165-0114(93)90167-G
Bart Kosko, John C. Burgess, Neural networks and fuzzy systems Journal of the Acoustical Society of America. ,vol. 103, pp. 3131- 3131 ,(1998) , 10.1121/1.423096
Tomohiro Takagi, Michio Sugeno, Fuzzy identification of systems and its applications to modeling and control systems man and cybernetics. ,vol. 15, pp. 116- 132 ,(1985) , 10.1109/TSMC.1985.6313399
L.I. Hongxing, Multifactorial functions in fuzzy sets theory Fuzzy Sets and Systems. ,vol. 35, pp. 69- 84 ,(1990) , 10.1016/0165-0114(90)90019-3
J.-S.R. Jang, C.-T. Sun, Functional equivalence between radial basis function networks and fuzzy inference systems IEEE Transactions on Neural Networks. ,vol. 4, pp. 156- 159 ,(1993) , 10.1109/72.182710
Rudolf Kruse, Detlef Nauck, Neuro-Fuzzy Systems Computational Intelligence: Soft Computing and Fuzzy-Neuro Integration with Applications. pp. 230- 259 ,(1998) , 10.1007/978-3-642-58930-0_12