Survey of Optimization Algorithms in Modern Neural Networks

The main goal of machine learning is the creation of self-learning algorithms in many areas of human activity. It allows a replacement of a person with artificial intelligence in seeking to expand production. The theory of artificial neural networks, which have already replaced humans in many proble...

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Главные авторы:	Abdulkadirov, R. I., Абдулкадиров, Р. И., Lyakhov, P. A., Ляхов, П. А., Nagornov, N. N., Нагорнов, Н. Н.
Format:	Статья
Sprog:	English
Udgivet:	2023
Fag:	Approximation Spiking neural networks Bilevel optimization Quasi-Newton methods Gradient-free optimization Graph neural networks Quantum neural networks Quantum computations Physics-informed neural networks Optimization methods Fractional order optimization Information geometry
Online adgang:	https://dspace.ncfu.ru/handle/20.500.12258/24231
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https://dspace.ncfu.ru/handle/20.500.12258/24231

Survey of Optimization Algorithms in Modern Neural Networks

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