Cascaded fuzzy neural network model based on syllogistic fuzzy reasoning.

Cascaded fuzzy neural network model based on syllogistic fuzzy reasoning.

In recent years, there has been an increasing interest in the fusion of neural networks and fuzzy logic. Most of the existing fuzzy neural network (FNN) models have been proposed to implement different types of single-stage fuzzy reasoning mechanisms. Single-stage fuzzy reasoning, however, is only t...

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Vydáno v:IEEE Transactions on fuzzy systems 9, 2 (2001).
Hlavní autor: Ji-Cheng Duan
Médium: Článek
Jazyk:English
Témata:
CFNN.
I/O data pairs.
Back-propagation learning.
Backpropagation learning.
Cascaded FNN.
Cascaded fuzzy neural network model.
Fuzzy control.
Fuzzy logic.
Input-output data pairs.
Learning.
Nonlinear function approximation.
Parameter learning.
Single-stage fuzzy reasoning mechanisms.
Structure learning.
Syllogistic fuzzy reasoning.