Knowledge-Based Neurocomputing: A Fuzzy Logic Approach

Michael Margaliot (u. a.)

ISBN 10: 3642099858 / ISBN 13: 9783642099854

Verlag: Springer-Verlag GmbH, 2010

Knowledge-Based Neurocomputing: A Fuzzy Logic Approach | Michael Margaliot (u. a.) | Taschenbuch | xvi | Englisch | 2010 | Springer-Verlag GmbH | EAN 9783642099854 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu Print on Demand. Bestandsnummer des Verkäufers 107108281

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.

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.

Bibliografische Details

Titel: Knowledge-Based Neurocomputing: A Fuzzy ...
Verlag: Springer-Verlag GmbH
Erscheinungsdatum: 2010
Einband: Taschenbuch
Zustand: Neu