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A Multilayer Feedforward Fuzzy Neural Network

2006
This paper describes the architecture and learning procedure of a multilayer feedforward fuzzy neural network (FNN). The FNN is designed by replacing the sigmoid type activation function of the multilayer neural network (NN) with the fuzzy system (FS). The Levenberg-Marquardt (LM) optimization method with a trust region approach is adapted to train the
openaire   +2 more sources

Fuzzy neural networks

2004
Krzysztof J Cios, Witold Pedrycz
openaire   +1 more source

Fuzzy Broad Learning System: A Novel Neuro-Fuzzy Model for Regression and Classification

IEEE Transactions on Cybernetics, 2020
Feng Shuang, C P Chen
exaly  

Intuitionistic Fuzzy Aggregation Operators

IEEE Transactions on Fuzzy Systems, 2007
Zeshui Xu
exaly  

Neuro-fuzzy modeling and control

Proceedings of the IEEE, 1995
C-T Sun
exaly  

Expected value of fuzzy variable and fuzzy expected value models

IEEE Transactions on Fuzzy Systems, 2002
Baoding Liu
exaly  

Approximate reasoning with generalized orthopair fuzzy sets

Information Fusion, 2017
Ronald R Yager, Naif Alajlan
exaly  

A Survey on Analysis and Design of Model-Based Fuzzy Control Systems

IEEE Transactions on Fuzzy Systems, 2006
G Feng
exaly  

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