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Knowledge-Based Neurocomputing: A Fuzzy Logic Approach

Language EnglishEnglish
Book Hardback
Book Knowledge-Based Neurocomputing: A Fuzzy Logic Approach Eyal Kolman
Libristo code: 01570748
Publishers Springer, Berlin, November 2008
In this monograph, the authors introduce a novel fuzzy rule-base, referred to as the Fuzzy All-permu... Full description
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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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About the book

Full name Knowledge-Based Neurocomputing: A Fuzzy Logic Approach
Author Eyal Kolman, Michael Margaliot
Language English
Binding Book - Hardback
Date of issue 2009
Number of pages 100
EAN 9783540880769
ISBN 3540880763
Libristo code 01570748
Publishers Springer, Berlin
Weight 345
Dimensions 155 x 235 x 13

Categories

Technology, Engineering, Agriculture > Electronics & communications engineering > Electronics engineering > Automatic control engineering > Robotics
Technology, Engineering, Agriculture > Technology: general issues > Maths for engineers
Computing & Information Technology > Computer science > Artificial intelligence
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