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News of the Kabardin-Balkar scientific center of RAS, 2011, Issue 1, Pages 46–50
(Mi izkab584)
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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
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
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
Linking options:
https://www.mathnet.ru/eng/izkab584 https://www.mathnet.ru/eng/izkab/y2011/i1/p46
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Statistics & downloads: |
Abstract page: | 19 | Full-text PDF : | 2 | References: | 10 |
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