Building a three-layer BP neural network by fuzzy rules

ICONIP 2002 - Proceedings of the 9th International Conference on Neural Information Processing: Computational Intelligence for the E-Age

Volumn 4, Issue , 2002, Pages 1982-1986

  Rong, Lili ^a   Dang, Yanzhong ^a   Pan, Donghua ^a  

^a DALIAN UNIVERSITY OF TECHNOLOGY   (China)

Author keywords

Fuzzy rules; Knowledge representation; Neural network; Structure and parameters

Indexed keywords

ARTIFICIAL INTELLIGENCE; FUZZY RULES; INFORMATION SCIENCE; KNOWLEDGE REPRESENTATION; LEARNING ALGORITHMS; NETWORK LAYERS; NEURAL NETWORKS;

BP LEARNING ALGORITHMS; LEARNING ABILITIES; MIDDLE LAYER; THREE LAYER BP NEURAL NETWORK;

FUZZY INFERENCE;

EID: 84966430749     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICONIP.2002.1199020     Document Type: Conference Paper

References (7)

1. Fu L M. Rule generation from neural networks. IEEE Trans. on SMC, 1994, 24 (8): p1114-1124.
2. Towell G, Shavlik J. Extracting refined rules from knowledge-based neural networks. Machine Learning, 1993, 13 (1): p71-101.
3. Setiono R. Extracting Rules from Neural Networks by Pruning and Hidden-Unit Splitting. Neural Computation, 1997, Vol.9, No.1, 205-225.
4. Zhang ZhaoHui, etal. Discovering classification rules by using the neural networks. Chinese J. Computers, Vol.22, No.1, 1999, P108-112.
5. Huan yuan, etal. An approach to rule extraction of neural networks, Journal of Computer Research and Development, Vol.36, No.9, 1999, 1086-1091.
6. Rong lili, Wang Zhongtuo. Using fuzzy neural network to build model of relationship between GNP and structure of industry, Journal of Dalian University of Technology, Vol.39, No.1, 1999, p114-119.
7. L.L.Rong Zhongtuo Wang. An Algorithm of Extracting Fuzzy Rules Directly from Numerical Examples by Using FNN. Proc. of the 1996 IEEE Int. Conf. On Systems, Man and Cybernetics, 1996, Vol.2: p1067-10.