Kniha Knowledge-Based Neurocomputing: A Fuzzy Logic Approach Eyal Kolman

Knowledge-Based Neurocomputing: A Fuzzy Logic Approach

Jazyk: Angličtina
Väzba: Pevná
Vydavateľ: Springer, Berlin
Dostupnosť: Skladom u dodávateľa
Odosielame za 10-13 dní
100.00
In this monograph, the authors introduce a novel fuzzy rule-base, referred to as the Fuzzy All-permu...

Informácie o knihe

Jazyk
Angličtina
Väzba
Kniha - Pevná
Vydalo
2009
Stránok
100
EAN
9783540880769
ISBN
3540880763
Enbook ID
01570748
Vydavateľ
Hmotnosť
345
Rozmery
155 x 235 x 13

Kompletný popis

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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