The FARB-ANN equivalence

Eyal Kolman*, Michael Margaliot

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingChapterpeer-review

Abstract

In this chapter, we consider several special cases of the FARB. In each of these cases, the IO mapping of the FARB is mathematically equivalent to that of a specific type of ANN. This provides a symbolic representation of the ANN functioning. As a corollary, we obtain results that can be used for KE from, and KBD of, ANNs. Simple examples are used to demonstrate the main ideas. The remainder of this work is devoted to extending this approach to larger-scale networks.

Original languageEnglish
Title of host publicationKnowledge-Based Neurocomputing
Subtitle of host publicationA Fuzzy Logic Approach
EditorsEyal Kolman, Michael Margaliot
PublisherSpringer Berlin Heidelberg
Pages21-35
Number of pages15
ISBN (Print)9783540880769
DOIs
StatePublished - 2009

Publication series

NameStudies in Fuzziness and Soft Computing
Volume234
ISSN (Print)1434-9922

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