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News of the Kabardin-Balkar scientific center of RAS, 2011, Issue 1, Pages 46–50 (Mi izkab584)  

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

COMPUTER SCIENCE. CALCULATION EQUIPMENT. MANAGEMENT

The linear threshold gate with adaptive accuracy

U. M. Bishenov, T. H. Tavkesheva

Institute of Computer Science and Problems of Regional Management of KBSC of the Russian Academy of Sciences, 360000, KBR, Nalchik, 37-a, I. Armand street
Full-text PDF (418 kB) Citations (1)
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Abstract: One gate corresponds to linear threshold function (LTF) arity n. The algorithm of work of the gate is based on research of the internal device of the LTF-functions inducing splitting of numerical space of scales on final number of classes, being in one to one conformity with realized logic functions. The gate it is adaptive increases weight in the form of a n-bit vector (on one bit on each argument). (1) Algorithm doesn't limit number accessible linear function. (2) Algorithm is based on prescheduled calculation of a sign. The gate is intended for use in traditional neural systems. The gate can be realized at hardware level in system of architecture FPGA.
Keywords: linear threshold function, threshold gate, hardware neuron, hardware architecture FPGA.
Received: 26.01.2011
Bibliographic databases:
Document Type: Article
UDC: 519.717
Language: Russian
Citation: U. M. Bishenov, T. H. Tavkesheva, “The linear threshold gate with adaptive accuracy”, News of the Kabardin-Balkar scientific center of RAS, 2011, no. 1, 46–50
Citation in format AMSBIB
\Bibitem{BisTav11}
\by U.~M.~Bishenov, T.~H.~Tavkesheva
\paper The linear threshold gate with adaptive accuracy
\jour News of the Kabardin-Balkar scientific center of RAS
\yr 2011
\issue 1
\pages 46--50
\mathnet{http://mi.mathnet.ru/izkab584}
\elib{https://elibrary.ru/item.asp?id=https://www.elibrary.ru/item.asp?id=15632519}
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  • https://www.mathnet.ru/eng/izkab/y2011/i1/p46
  • This publication is cited in the following 1 articles:
    Citing articles in Google Scholar: Russian citations, English citations
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    News of the Kabardino-Balkarian Scientific Center of the Russian Academy of Sciences News of the Kabardino-Balkarian Scientific Center of the Russian Academy of Sciences
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    Full-text PDF :15
    References:21
     
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