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Knowledge-Based Neurocomputing: A Fuzzy Logic Approach
Language
English
English
Book
Hardback
In this monograph, the authors introduce a novel fuzzy rule-base, referred to as the Fuzzy All-permu...
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Libristo code: 01570748
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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
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
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