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Vestn. Samar. Gos. Tekhn. Univ., Ser. Fiz.-Mat. Nauki [J. Samara State Tech. Univ., Ser. Phys. Math. Sci.]:
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Journal of Samara State Technical University, Ser. Physical and Mathematical Sciences, 2012, Issue 1(26), Pages 183–191
DOI: https://doi.org/10.14498/vsgtu990 (Mi vsgtu990) 		 
This article is cited in 2 scientific papers (total in 2 papers)

Mathematical Modeling

Neural network training acceleration using NVIDIA CUDA technology for image recognition

A. A. Fertsev

Mordovian State University by N.~P.~Ogarev, Saransk
Full-text PDF (762 kB) Citations (2)
(published under the terms of the Creative Commons Attribution 4.0 International License)
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DOI: https://doi.org/10.14498/vsgtu990
Abstract: In this paper, an implementation of neural network trained by algorithm based on Levenberg-Marquardt method is presented. Training of neural network increased by almost 9 times using NVIDIA CUDA technology. Implemented neural network is used for the recognition of noised images.
Keywords: Image recognition, neural networks, Levenberg-Marquardt method, graphics processing unit, CUDA.
Original article submitted 25/VIII/2011
revision submitted – 30/XI/2011
Bibliographic databases:
Document Type: Article
UDC: 004.032.26
MSC: Primary 62M45; Secondary 94A08
Language: Russian
Citation: A. A. Fertsev, “Neural network training acceleration using NVIDIA CUDA technology for image recognition”, Vestn. Samar. Gos. Tekhn. Univ., Ser. Fiz.-Mat. Nauki [J. Samara State Tech. Univ., Ser. Phys. Math. Sci.], 1(26) (2012), 183–191
Citation in format AMSBIB
\Bibitem{Fer12}
\by A.~A.~Fertsev
\paper Neural network training acceleration using NVIDIA CUDA technology for image recognition
\jour Vestn. Samar. Gos. Tekhn. Univ., Ser. Fiz.-Mat. Nauki [J. Samara State Tech. Univ., Ser. Phys. Math. Sci.]
\yr 2012
\vol 1(26)
\pages 183--191
\mathnet{http://mi.mathnet.ru/vsgtu990}
\crossref{https://doi.org/10.14498/vsgtu990}
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  • https://www.mathnet.ru/eng/vsgtu/v126/p183
    • This publication is cited in the following 2 articles:
    Citing articles in Google Scholar: Russian citations, English citations
    Related articles in Google Scholar: Russian articles, English articles
    		Вестник Самарского государственного технического университета. Серия: Физико-математические науки
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