Knowledge-Based Neurocomputing: A Fuzzy Logic Approach

Michael Margaliot, Eyal Kolman

ISBN 10: 3540880763 ISBN 13: 9783540880769

Published by Springer Berlin Heidelberg, 2009

Language: English

Condition: Used - Fine Hardcover

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Bibliographic Details

Title

Knowledge-Based Neurocomputing: A Fuzzy Logic Approach

Publisher

Springer Berlin Heidelberg

Publication Date

2009

Language

English

ISBN 10

3540880763

ISBN 13

9783540880769

Binding

Hardcover

Condition

Sehr gut

Seller catalogs

B�cher

About this title

Synopsis

In this monograph, the authors introduce a novel fuzzy rule-base, referred to as the Fuzzy All-permutations Rule-Base (FARB). They show that inferring the FARB, using standard tools from fuzzy logic theory, yields an input-output map that is mathematically equivalent to that of an artificial neural network. Conversely, every standard artificial neural network has an equivalent FARB.

The FARB-ANN equivalence integrates the merits of symbolic fuzzy rule-bases and sub-symbolic artificial neural networks, and yields a new approach for knowledge-based neurocomputing in artificial neural networks.

From the Back Cover

In this monograph, the authors introduce a novel fuzzy rule-base, referred to as the Fuzzy All-permutations Rule-Base (FARB). They show that inferring the FARB, using standard tools from fuzzy logic theory, yields an input-output map that is mathematically equivalent to that of an artificial neural network. Conversely, every standard artificial neural network has an equivalent FARB.

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