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Fundam. Prikl. Mat., 2005, Volume 11, Issue 8, Pages 81–103 (Mi fpm915)  

This article is cited in 2 scientific papers (total in 2 papers)

Neuron networks in mechatronics

Yu. F. Golubev

M. V. Lomonosov Moscow State University

Abstract: An elementary introduction to the theory of artificial neuron networks is given. Principles of their structural composition are presented. Methods for the neural networks training commonly used for different levels of intellectual control of mechatronic systems are formulated and substantiated. Neuron networks approaches to typical problems of classification, digital signal processing, data compression, function interpolation and extrapolation, associative behavior, and optimization are stated.

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English version:
Journal of Mathematical Sciences (New York), 2007, 147:2, 6607–6622

Bibliographic databases:

UDC: 621

Citation: Yu. F. Golubev, “Neuron networks in mechatronics”, Fundam. Prikl. Mat., 11:8 (2005), 81–103; J. Math. Sci., 147:2 (2007), 6607–6622

Citation in format AMSBIB
\Bibitem{Gol05}
\by Yu.~F.~Golubev
\paper Neuron networks in mechatronics
\jour Fundam. Prikl. Mat.
\yr 2005
\vol 11
\issue 8
\pages 81--103
\mathnet{http://mi.mathnet.ru/fpm915}
\mathscinet{http://www.ams.org/mathscinet-getitem?mr=2226753}
\zmath{https://zbmath.org/?q=an:1151.68582}
\transl
\jour J. Math. Sci.
\yr 2007
\vol 147
\issue 2
\pages 6607--6622
\crossref{https://doi.org/10.1007/s10958-007-0497-3}
\scopus{http://www.scopus.com/record/display.url?origin=inward&eid=2-s2.0-35548931995}


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    Citing articles on Google Scholar: Russian citations, English citations
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    This publication is cited in the following articles:
    1. M. N. Nazarov, “Iskusstvennaya neironnaya set s modulyatsiei koeffitsientov sinapsov”, Vestn. Sam. gos. tekhn. un-ta. Ser. Fiz.-mat. nauki, 2(31) (2013), 58–71  mathnet  crossref  elib
    2. A. V. Savitskii, V. E. Pavlovskii, “Model kvadrokoptera i neirosetevoi algoritm upravleniya”, Preprinty IPM im. M. V. Keldysha, 2017, 077, 20 pp.  mathnet  crossref
  • Фундаментальная и прикладная математика
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