COMPUTER SCIENCE. NANOTECHNOLOGY

St-model of control of Makkallok-Pitts's asynchronous neural systems

U. M. Bishenov, T. H. Tavkesheva, A. U. Shchumahua

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: The authors prove that the design of neuronetwork control is essentially possible; we will call it st-control which uses and maintains structural redundancy and internal self-organizing of linear threshold functions (ltf) as at local level of the internal device of one ltf, and at global level of the device of a class ltf. st-representation ltf and management over it, is a step to the direction of theoretical parameterization of Chow, but remains completely constructive since it is received at parallel decomposition of wx-model.

Keywords: control, adaptation, stabilization, ltf, internal self-organizing ltf, external self-organizing of a class ltf, (wx/ch/st)-representation.

UDC: 519.717

Received: 21.03.2012

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