Knowledge-Based Neurocomputing: A Fuzzy Logic Approach
Michael Margaliot, Eyal Kolman
E-bok
20081 416 kr
Knowledge-Based Neurocomputing: A Fuzzy Logic Approach
AvEyal Kolman,Michael Margaliot
Inbunden, Engelska, 2009
Del 234 i serien Studies in Fuzziness and Soft Computing
1 138 kr
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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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