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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...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: Vershkov, N. A., Вершков, Н. А., Babenko, M. G., Бабенко, М. Г., Kuchukov, V. A., Кучуков, В. А., Kuchukova, N. N., Кучукова, Н. Н.
Fformat: Статья
Iaith:English
Cyhoeddwyd: Pleiades journals 2022
Pynciau:
Mynediad Ar-lein:https://dspace.ncfu.ru/handle/20.500.12258/18567
Tagiau: Ychwanegu Tag
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