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Optimization of computational complexity of an artificial neural network

Optimization of computational complexity of an artificial neural network

The article deals with the modelling of Artificial Neural Networks as an information transmission system to optimize their computational complexity. The analysis of existing theoretical approaches to optimizing the structure and training of neural networks is carried out. In the process of construct...

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Autori principali: Vershkov, N. A., Вершков, Н. А., Kuchukov, V. A., Кучуков, В. А., Kuchukova, N. N., Кучукова, Н. Н., Kucherov, N. N., Кучеров, Н. Н., Shiriaev, E. M., Ширяев, Е. М.
Natura: Статья
Lingua:English
Pubblicazione: CEUR-WS 2021
Soggetti:
Mathematical transformations
Network layers
Complex networks
Computational complexity
Control systems
Information filtering
Multilayer neural networks
Accesso online:https://dspace.ncfu.ru/handle/20.500.12258/18054
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https://dspace.ncfu.ru/handle/20.500.12258/18054

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