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Optimization of neural network training for image recognition based on trigonometric polynomial approximation

The paper discusses optimization issues of training Artificial Neural Networks (ANNs) using a nonlinear trigonometric polynomial function. The proposed method presents the mathematical model of an ANN as an information transmission system where effective techniques to restore signals are widely used...

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Главные авторы: Vershkov, N. A., Вершков, Н. А., Babenko, M. G., Бабенко, М. Г., Kuchukov, V. A., Кучуков, В. А., Kuchukova, N. N., Кучукова, Н. Н.
Format: Статья
Sprog:English
Udgivet: Pleiades journals 2022
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Online adgang:https://dspace.ncfu.ru/handle/20.500.12258/18567
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