Artificial intelligence

Scientific journal

ISSN 2710-1673

ONLINE: ISSN 2710-1681

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Програмна система моделювання складних фізичних процесів на клітинних нейронних мережа

Nesterenko B.1, Novotarskiy M.1
1 Institute of Mathematics of NAS of Ukraine

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UDC: 519.876.5
Publication Language: Russian
Stuc. intelekt. 2011; 16(4):498-505

Abstract: In this paper rationale for the use of parallel methods and tools for simulation of complex physical processes is given. It is offered to use a parallel locally-asynchronous method for solving equations of mathematical physics, oriented on effective implementation in parallel computing environment with structure of threedimensional layer wise circulant graph. A formal description of a two-tier model of cellular neural networks with the structure of circulant graph to simulate these processes is given. The structure of software system for modeling, created according to the formal description, is described. Functions of packages and an order of their interaction are shortly described.

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References:

  1. Novotarskij M.A. Iskusstvennye nejronnye seti: vychislenija. K.: Institut matematiki NAN Ukrainy. 2004. 408 s.
  2. Nesterenko B.B. Iskusstvennyj intellekt. 2009. № 3. S. 132-138.
  3. Ermakov S.M. Matematicheskaja teorija planirovanija jeksperimenta. M. : Nauka. 1983. 392 s.
  4. Nesterenko B.B. Nauchnaja sessija MIFI. 2008. Х Vserossijskaja nauchno-tehnicheskaja konferencija “Nejroinformatika – 2008”, (22 – 25 janvarja 2008 g.) Sbornik nauchnyh trudov. M. : MIFI. 2008. Ch. 2. S. 31-39.
  5. Nesterenko B.B. Jelektronnoe modelirovanie. 2006. T. 28. № 4. S. 47-64.

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