Knowledge-Based Neurocomputing: A Fuzzy Logic Approach: A Fuzzy Logic Approach (Studies in Fuzziness and Soft Computing): 234 - Softcover

Kolman, Eyal

 
9783642099854: Knowledge-Based Neurocomputing: A Fuzzy Logic Approach: A Fuzzy Logic Approach (Studies in Fuzziness and Soft Computing): 234
Softcover
ISBN 10: 3642099858 ISBN 13: 9783642099854
Verlag: Springer, 2010

Inhaltsangabe

This book details the state-of-the-art in knowledge-based neurocomputing. It introduces a novel fuzzy-rule base known as Fuzzy All-permutations Rule-Base (FARB) and presents new connections between artificial neural networks and FARB.

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Von der hinteren Coverseite

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.

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Verlag
Springer
Erscheinungsdatum
2010
Sprache
Englisch
ISBN 10 
3642099858
ISBN 13 
9783642099854
Einband
Tapa blanda
Anzahl der Seiten
116
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
CMN Printpool Inh. Mathis Neumann
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Hamburg
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Weitere beliebte Ausgaben desselben Titels

9783540880769: Knowledge-Based Neurocomputing: A Fuzzy Logic Approach: 234 (Studies in Fuzziness and Soft Computing)

Vorgestellte Ausgabe

ISBN 10:  3540880763 ISBN 13:  9783540880769
Verlag: Springer, 2009
Hardcover