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Journal of Automation and Information Sciences
SJR: 0.232 SNIP: 0.464 CiteScore™: 0.27

ISSN Print: 1064-2315
ISSN Online: 2163-9337

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Journal of Automation and Information Sciences

DOI: 10.1615/JAutomatInfScien.v36.i4.70
pages 53-62

On Selecting Basis Functions in CMAC Neural Network

Oleg G. Rudenko
Kharkov National University of Radio and Electronics, Kharkov
Alexander A. Bessonov
Kharkov National University of Radioelectronics, Kharkov, Ukraine

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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