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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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Vestn. Samar. Gos. Tekhn. Univ., Ser. Fiz.-Mat. Nauki [J. Samara State Tech. Univ., Ser. Phys. Math. Sci.], 2013, Issue 2(31), Pages 58–71 (Mi vsgtu1052)  

This article is cited in 1 scientific paper (total in 1 paper)

Mathematical Modeling

Artificial neural network with modulation of synaptic coefficients

M. N. Nazarov

National Research University of Electronic Technology, Moscow, Zelenograd, 124498, Russia

Abstract: The model of neural network based on artificial neuron with dynamic synaptic weights was constructed. As main model processes for changing the synaptic weights were chosen: weakening of a synaptic weight in the absence of synapse stimulation, and modulation of a weight with synchronous irritation of some other synaptic junction.

Keywords: artificial neuron with synaptic plasticity

DOI: https://doi.org/10.14498/vsgtu1052

Full text: PDF file (236 kB) (published under the terms of the Creative Commons Attribution 4.0 International License)
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Bibliographic databases:

UDC: 519.68: 612.8.001.57
MSC: Primary 68T05; Secondary 92B20
Original article submitted 29/III/2012
revision submitted – 16/I/2013

Citation: M. N. Nazarov, “Artificial neural network with modulation of synaptic coefficients”, Vestn. Samar. Gos. Tekhn. Univ., Ser. Fiz.-Mat. Nauki [J. Samara State Tech. Univ., Ser. Phys. Math. Sci.], 2(31) (2013), 58–71

Citation in format AMSBIB
\Bibitem{Naz13}
\by M.~N.~Nazarov
\paper Artificial neural network with modulation of~synaptic coefficients
\jour Vestn. Samar. Gos. Tekhn. Univ., Ser. Fiz.-Mat. Nauki [J. Samara State Tech. Univ., Ser. Phys. Math. Sci.]
\yr 2013
\vol 2(31)
\pages 58--71
\mathnet{http://mi.mathnet.ru/vsgtu1052}
\crossref{https://doi.org/10.14498/vsgtu1052}
\elib{http://elibrary.ru/item.asp?id=20236341}


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    Citing articles on Google Scholar: Russian citations, English citations
    Related articles on Google Scholar: Russian articles, English articles

    This publication is cited in the following articles:
    1. M. N. Nazarov, “Neural networks with dynamical coefficients and adjustable connections on the basis of integrated backpropagation”, Vestn. Udmurtsk. Univ. Mat. Mekh. Komp. Nauki, 28:2 (2018), 260–274 (In Russian)  mathnet  crossref  scopus
  • Вестник Самарского государственного технического университета. Серия: Физико-математические науки
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