Romanian Journal of Information Science and Technology (ROMJIST)

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ROMJIST is a publication of Romanian Academy,
Section for Information Science and Technology

Editor – in – Chief:

Academician Dan Dascalu

Secretariate (office):
Adriana Apostol
Adress for correspondence: romjist@nano-link.net (after 1st of January, 2019)

Editing of the printed version: Mihaela Marian (Publishing House of the Romanian Academy, Bucharest)

Technical editor
of the on-line version:
Lucian Milea (University POLITEHNICA of Bucharest)

Sponsors:
• National Institute for R & D
in Microtechnologies
(IMT Bucharest), www.imt.ro
• Association for Generic
and Industrial Technologies (ASTEGI), www.astegi.ro

ROMJIST Volume 23, No. T, 2020, pp. T78-T93, Paper no. 675/2020
 

Valerii ANIKIN, Oksana ANIKINA, Oksana GUSHCHINA
Kohonen Neural Network Training by Cellular Automaton

ABSTRACT: Effective integral dispersion quantile measure of the quality of data topology mapping by the Kohonen neural network is proposed. The comparison of the algorithm of SOM training by cellular automaton and classical Kohonen online and batch training algorithms was systematically carried out. Advantages and disadvantages of the new SOM training algorithm were identified.

KEYWORDS: Artificial Intelligence, Kohonen neural network, self-organizing map, learning algorithm of SOM, cellular automaton, quantile dispersive measure

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