Knowledge-Based Neurocomputing : A Fuzzy Logic Approach (Hardcover)

Author: Kolman, Eyal

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Product Overview

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.

Specifications

Publisher Textstream
Mfg Part# 9783540880769
SKU 209334908
Format Hardcover
ISBN10 3540880763
Release Date 2/1/2009
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