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Journal of Automation and Information Sciences

Published 12 issues per year

ISSN Print: 1064-2315

ISSN Online: 2163-9337

SJR: 0.173 SNIP: 0.588 CiteScore™:: 2

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On Selecting Basis Functions in CMAC Neural Network

Volume 36, Issue 4, 2004, pp. 53-62
DOI: 10.1615/JAutomatInfScien.v36.i4.70
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ABSTRACT

The problem of selection of basis (activation) functions of neurons of an artificial neural network CMAC and related to that properties of information encoding are investigated. A general algorithm of network learning is described. Results of simulation are presented.

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