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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Bibliografski detalji
Izdano u:IEEE Transactions on fuzzy systems 8, 2 (2000).
Glavni autor: Fu-Lai Chung
Format: Članak
Jezik:English
Teme:
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.