Romanian Journal of Information Science and Technology (ROMJIST)

An open – access publication

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

Editor – in – Chief:
Radu-Emil Precup

Honorary Co-Editors-in-Chief:
Horia-Nicolai Teodorescu
Gheorghe Stefan

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

Founding Editor-in-Chief
(until 10th of February, 2021):
Dan Dascalu

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)

Sponsor:
• National Institute for R & D
in Microtechnologies
(IMT Bucharest), www.imt.ro

ROMJIST Volume 23, No. T, 2020, pp. T78-T93
 

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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