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On modeling neural-network protection facilities for computer-aided systems: A formal model of adaptation and operation. II

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Abstract

A formal description of the processes in the neural-network information protection facilities for the computer-aided systems representable as an oriented graph was submitted for discussion. Some propositions concerning parallelism of activation of the graph operator vertices and transformation of its topology were proved.

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References

  1. Nesteruk, G.F., Osovetskii, L.G., and Kharchenko, A.F., Informatsionnaya bezopasnost’ i intellektual’nye sredstva zashchity informatsionnykh resursov (Immunologiya sistem informatsionnykh tekhnologii) (Information Safety and Intelligent Protection Means for Information Resources (Immunology of the Information Technology Systems)), St. Petersburg: Spbguef, 2003.

    Google Scholar 

  2. Nesteruk, G.F., Kupriyanov, M.S., and Nesteruk, F.G., Logarithmic Neural Networks: Modeling of Operation and Learning, in Sb. dokl. VI Mezhd. konf. po myagkim vychisleniyam i izmereniyam SCM’2003 (Proc. VI Int. Conf. Soft Calculations and Measurements SCM’2003), St. Petersburg: SPGETU, 2003, vol. 1, pp. 359–362.

    Google Scholar 

  3. Sheinin, Yu.E., Organization of Parallel Processes and Computer Systems for Dynamic Parallel Computations, Doctoral (Eng.) Dissertation, St. Petersburg, 2002.

  4. Dorogov, A.Yu., Plasticity of Multilayer Neral Networks, Izv. Vuzov. Prib, 1998, vol. 41, no. 4, pp. 36–41.

    Google Scholar 

  5. Hoare, C.A.R., Communicating Sequential Processes, Englewood Cliffs: Prentice Hall, 1985. Translated under the title Vzaimodeistvuyushchie posledovatel’nye protsessy, Moscow: Mir, 1989.

    MATH  Google Scholar 

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Original Russian Text © L.G. Nesteruk, F.G. Nesteruk, G.F. Nesteruk, 2009, published in Avtomatika i Telemekhanika, 2009, No. 2, pp. 122–141.

This work was supported by the Federal Agency for Science and Innovations, projects nos. 2006-RI-19.0/001/809 and 2006-RI-19.0/001/811.

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Nesteruk, L.G., Nesteruk, F.G. & Nesteruk, G.F. On modeling neural-network protection facilities for computer-aided systems: A formal model of adaptation and operation. II. Autom Remote Control 70, 283–300 (2009). https://doi.org/10.1134/S0005117909020106

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  • DOI: https://doi.org/10.1134/S0005117909020106

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