Parallel realization of the solution of problems of prediction and classification for cluster based on artificial neural networks

An approach to the parallel solution of problems of classification and prediction for the apparatus of artificial neural networks in a large dimension of input and output data. Obtain the temporal characteristics of solving the problem of training neural networks with different architectures, the nu...

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Збережено в:
Бібліографічні деталі
Опубліковано в:PROBLEMS IN PROGRAMMING
Дата:2026
Випуск:2-3
Сторінки:115-124
ISSN:1727-4907
Автори та афіліації:
  • S.V. Minukhin — Kharkiv National University of Economics
  • S.V. Znakhur — Kharkiv National University of Economics
Автори: Minukhin, S.V., Znakhur, S.V.
Формат: Стаття
Мова:Російська
Опубліковано: PROBLEMS IN PROGRAMMING 2026
Теми:
Онлайн доступ:https://pp.isofts.kiev.ua/index.php/ojs1/article/view/882
Теги: Додати тег
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Назва журналу:Problems in programming
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Problems in programming
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Резюме:An approach to the parallel solution of problems of classification and prediction for the apparatus of artificial neural networks in a large dimension of input and output data. Obtain the temporal characteristics of solving the problem of training neural networks with different architectures, the number of neurons and learning algorithms. We give conditions for their effectiveness in parallelizing on a computational cluster.Problems in programming 2010; 2-3: 115-124
ISSN:1727-4907