Neural networks’ learning process acceleration

• Published in: PROBLEMS IN PROGRAMMING
• Date: 2020
• Issue: 2-3
• Pages: 313-321
• ISSN: 1727-4907
• Author Affiliations: L. Katerynych — Kiev Taras Shevchenko National University; M.M. Veres — Kiev Taras Shevchenko National University — ORCID: 0000-0002-8512-5560; E. Safarov — Kiev Taras Shevchenko National University — ORCID: 0000-0001-9651-4679
• Main Authors: Katerynych, L., Veres, M.M., Safarov, E.
• Format: Article
• Language: English
• Published: PROBLEMS IN PROGRAMMING 2020
• Subjects: multi-core CPUs; artificial neural networks; artificial neuron; genetic algorithm; selection; crossing; mutation; parallel computing; UDC 004.4
• Online Access: https://pp.isofts.kiev.ua/index.php/ojs1/article/view/423
• Journal Title: Problems in programming

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...