Structure-functional analysis and synthesis of deep convolutional neural networks

Structure-functional analysis and synthesis of deep convolutional neural networks

A general approach to a structure-functional analysis and synthesis (SFAS) of deep neural networks (CNN). The new approach allows to define regularly: from which structure-functional elements (SFE) CNNs can be constructed; what are required mathematical properties of an SFE; which combinations of SF...

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Bibliographic Details
Main Authors: Yuri Vizilter, Vladimir Gorbatsevich, Sergey Zheltov
Format: Article
Language:English
Published: Samara National Research University 2019-10-01
Series:Компьютерная оптика
Subjects:
deep neural networks
machine learning
data structures
Online Access:http://computeroptics.ru/KO/PDF/KO43-5/430521.pdf

Internet

http://computeroptics.ru/KO/PDF/KO43-5/430521.pdf

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