Neural networks’ learning process acceleration

• Published in: Проблеми програмування
• Date: 2020
• Main Authors: Katerynych, L., Veres, M., Safarov, E.
• Format: Article
• Language: English
• Published: Інститут програмних систем НАН України 2020
• Subjects: Методи машинного навчання
• Online Access: https://nasplib.isofts.kiev.ua/handle/123456789/180477
• Journal Title: Digital Library of Periodicals of National Academy of Sciences of Ukraine
• Cite this: Neural networks’ learning process acceleration / L. Katerynych, M. Veres, E. Safarov // Проблеми програмування. — 2020. — № 2-3. — С. 313-321. — Бібліогр.: 11 назв. — англ.

This study is devoted to evaluating the process of training of a parallel system in the form of an artificial neural network, which is built using a genetic algorithm. The methods that allow to achieve this goal are computer simulation of a neural network on multi-core CPUs and a genetic algorithm f...