Fuzzy neural network system

Details Fuzzy neural network system Fuzzy neural network system

1995-05-26

1998-06-02

Hafiz, Tariq R.

395 24, 395 3, G06F 1518

Patent

active

057613842

ABSTRACT:
A fuzzy neural network system which is provided with an input layer, a membership layer front half section, a membership layer back half section, a rule layer, and an output layer; and constructs a network from a plurality of input/output items. The input layer and the membership layers are structured so as to divide each input value into three regions of fuzzy sets, respectively. The rule layer selects one each respectively from the above mentioned items divided into three regions, and is structured so as to make these the AND rules for the two input items.

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Cohen et al., "Neural Network Driven Fuzzy Inference System," Neural Networks, 1994 Intern. Conf. vol. 3, pp. 1532-1536, Dec. 30, 1994.
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Okada et al, "Initializing Multilayer Neural Networks with Fuzzy Logic", Proceedings of the 1992 International Joint Conference on Neural Networks(UCNN), Baltimore, MD, Jun. 7-11, 1992, vol. 1, pp. 239-244.
Horikawa et al, "On Fuzzy Modeling Using Fuzzy Neural Networks With the Back-Propagation Algorithm", IEEE Transactions on Neural Networks, vol. 3, No. 5, Sep. 1992, pp. 801-806.

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