Fuzzy Neural Network with Fuzzy Signals and Weights

Proceedings of the International Joint Conference on Neural Networks

Volumn 2, Issue , 1992, Pages 696-701

  Hayashi, Yoichi ^a   Buckley, James J ^b   Czogala, Ernest ^c  

^a IBARAKI UNIVERSITY   (Japan)

^b UNIVERSITY OF ALABAMA AT BIRMINGHAM   (United States)

^c SILESIAN UNIVERSITY OF TECHNOLOGY   (Poland)

Author keywords

Fuzzified Delta Rule; Fuzzy Expert Systems; Fuzzy Hierarchical Analysis; Fuzzy Neural Networks; Fuzzy Systems Modeling

Indexed keywords

FUZZY INFERENCE; HIERARCHICAL SYSTEMS; MULTILAYER NEURAL NETWORKS;

FUZZIFICATIONS; FUZZIFIED DELTA RULE; FUZZY HIERARCHICAL ANALYSE; FUZZY SYSTEM MODELING; FUZZY-EXPERT SYSTEMS; FUZZY-NEURAL-NETWORKS; HIERARCHICAL ANALYSIS; HIERARCHICAL FUZZY;

FUZZY NEURAL NETWORKS;

EID: 85033040997     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IJCNN.1992.226906     Document Type: Conference Paper

References (12)

1. Buckley, J.J.. "Fuzzy Hierarchical Analysis," Fuzzy Sets and Systems, Vol. 17, pp. 233-247, 1985.
2. Buckley. J.J., "Solving Fuzzy Equations," Fuizy Sets and Systems. To appear.
3. Buckley, J J ., and Czogala, E ., "Linguistic Approximate Reasoning Inference Engine for Expert Systems (LARIEES), " Proceedings of World Congress on Expert Systems, Orlando, Florida, Dec., 1991, To appear.
4. Buckley, J J ., and Czogala, E., "Fuzzy Models, Fuzzy Controllers, and Neural Nets," in: L. McAllister(ed.) Frontiers of Applied Mathematics, SIAM, Phil., Penn., To appear.
5. Buckley, J.J.. Siler, W., and Tucker, D., "Fuzzy Expert System," Fuzzy Sets and Systems, Vol. 20, pp. 1-16, 1986.
6. Cybenko, G., "Approximations by Superpositions of a Sigmoidal Function," Math. Control, Signals and Systems, Vol. 2, pp. 303-314, 1989.
7. Gupta, M.M., and Qi, J., "On Fuzzy Neuron Models," Proc. of Int'l Joint Conference on Neural Networks, Seattle, July 8-12, Vol. II, pp. 431-436, 1991.
8. Hayashi, Y ., Buckley. J. J., and Czogala, E ., "Fuzzy Expert Systems Versus Neural Networks," Technical Report #91-02, Ibaraki University, Dept. of Computer and Information Sciences, Hitachi-shi, Ibaraki 316. Japan (Submitted to Journal).
9. Hayashi, Y., Buckley, J.J., and Czogala, E., "Systems Engineering Applications of Fuzzy Neural Networks," Technical Report #91-04, Ibaraki University, Dept. of Computer and Information Sciences, Hitachi-shi, Ibaraki 316, Japan (Submitted to Journal).
10. Homik, K., "Approximation Capabilities of Multilayer Feedforward Networks." Neural Networks, Vol. 4, pp. 251-257, 1991.
11. Lippmann. R.P., "An Introduction to Computing with Neural Nets," IEEE ASSP Magazine, pp- 4-22, April 1987.
12. Rumelhart, D.E., and McClelland, J.L.. (eds.). Parallel Distributed Processing: Explorations in the Microstructure of Cognition, Vol. 1: Foundations, MIT Press, Cambridge, Mass. 1988.