Knowledge-Based Neurocomputing: A Fuzzy Logic Approach
Language: English
Published by Springer Berlin Heidelberg, 2010
- Softcover
- New
Seller: moluna, Greven, Germanymoluna
AbeBooks seller since July 9, 2020
Condition: New
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- Title
- Knowledge-Based Neurocomputing: A Fuzzy Logic Approach
- Author
- Eyal Kolman|Michael Margaliot
- Publisher
- Springer Berlin Heidelberg
- Publication year
- 2010
- Condition
- New
- Binding
- Soft cover
- Language
- English
- ISBN 10
- 3642099858
- ISBN 13
- 9783642099854
- Seller catalogs
- Mathematik/Naturwissenschaften/Technik/Medizin
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.
"Synopsis" may belong to another edition of this title.
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.
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.
"About the title" may belong to another edition of this title.
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| Item | 16 to 45 business days | 16 to 45 business days |
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