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Fuzzy Grammatical Inference Using Neural Network

Abstract

We have shown a model of fuzzy neural network that is able to infer the relations associated to the transitions of a fuzzy automaton from a fuzzy examples set. Neural network is trainned by a backpropagation of error based in a smooth derivative [Blanco96]. Once network has been trainned the fuzzy relations associated to the transitions of the automaton are found encoded in the weights.

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Fuzzy Grammatical Inference Using Neural Network

Author: Blanco Morón, Armando,Delgado, A.,Pegalajar Jiménez, Mª Carmen
Publisher: Universitat Politècnica de Catalunya. Secció de Matemàtiques i Informàtica
Year: 1998
Source: https://upcommons.upc.edu/bitstream/2099/3510/1/blanco.pdf
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