On multistage fuzzy neural network modeling.

On multistage fuzzy neural network modeling.

In the past couple of years, there has been 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 and inevitably they suffer from the dime...

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Bibliografische gegevens
Gepubliceerd in:IEEE Transactions on fuzzy systems 8, 2 (2000).
Hoofdauteur: Fu-Lai Chung
Formaat: Artikel
Taal:English
Onderwerpen:
I/O data pairs.
MSFNN.
MSFR.
Aggregate hierarchical network model.
Complex real-world problems.
Dimensionality problem.
Fuzzy rule set.
Incremental hierarchical network model.
Input-output data pairs.
Multistage FNN.
Multistage fuzzy neural network modeling.
Multistage fuzzy reasoning.
Parameter learning procedures.
Single-stage fuzzy reasoning mechanisms.
Structure learning procedures.