Premium
Fuzzy neural network with fuzzy signals and weights
Author(s) -
Hayashi Yoichi,
Buckley James J.,
Czogala Ernest
Publication year - 1993
Publication title -
international journal of intelligent systems
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.291
H-Index - 87
eISSN - 1098-111X
pISSN - 0884-8173
DOI - 10.1002/int.4550080405
Subject(s) - neuro fuzzy , fuzzy set operations , artificial intelligence , fuzzy classification , computer science , fuzzy logic , artificial neural network , defuzzification , fuzzy set , adaptive neuro fuzzy inference system , fuzzy control system , feedforward neural network , fuzzy number , data mining , machine learning
We discuss the direct fuzzification of a standard layered, feedforward, neural network where the signals and weights are fuzzy sets. A fuzzified delta rule is presented for learning. Three applications are given including fuzzy expert systems, fuzzy hierarchical analysis, and fuzzy systems modeling. © 1993 John Wiley & Sons, Inc.