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

Kolman, Eyal

Couverture souple

ISBN 10 : 3642099858 ISBN 13 : 9783642099854

Editeur : Springer, 2010

Synopsis

Knowledge-Based Neurocomputing 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.

A propos du livre

Présentation de l'éditeur

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.

Présentation de l'éditeur

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.

Détails de l'édition

• Éditeur: Springer
• Date d'édition: 2010
• ISBN 10: 3642099858
• ISBN 13: 9783642099854
• Reliure: Broché
• Langue: anglais
• Numéro d'édition: 1
• Nombre de pages: 116