Knowledge-Based Neurocomputing: A Fuzzy Logic Approach

Michael Margaliot (u. a.)

ISBN 10: 3540880763 / ISBN 13: 9783540880769

Published by Springer-Verlag GmbH, 2009

About this Item

Knowledge-Based Neurocomputing: A Fuzzy Logic Approach | Michael Margaliot (u. a.) | Buch | xvi | Englisch | 2009 | Springer-Verlag GmbH | EAN 9783540880769 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu Print on Demand.

Seller Inventory # 101729907

Bibliographic Details

• Title: Knowledge-Based Neurocomputing: A Fuzzy Logic Approach
• Publisher: Springer-Verlag GmbH
• Publication Date: 2009
• Language: English
• ISBN 10: 3540880763
• ISBN 13: 9783540880769
• Binding: Buch
• Condition: Neu
• Dimensions: 241W x 160H x 12D millimeters 241 millimeters width by 160 millimeters height by 12 millimeters depth
• Weight: 348 grams
• Seller catalogs:
  • Bücher

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.