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JOURNALS // Matematicheskaya Biologiya i Bioinformatika // Archive

Mat. Biolog. Bioinform., 2013 Volume 8, Issue 1, Pages 12–20 (Mi mbb132)

Mathematical Modeling

About the Mechanism of Neural Network as Adaptive System Training

V. A. Lorentsa, V. L. Gavrikovb, R. G. Khleboprosc

a FGAOU VPO Siberian Federal University
b V. P. Astafev Krasnoyarsk State Pedagogical University
c Krasnoyarsk Scientific Center of the Russian Academy of Sciences

Abstract: The dynamics of error learning neural networks, obtained under identical conditions of the problem being solved and the parameters of networks, but with different initial conditions of the network are analyzed. And also a possible theoretical model of a single mechanism for training of artificial and natural adaptive systems is attempted to offer.

Key words: neural networks, learning, training error.

UDC: 519.7, 612.8

Received 22.10.2012, Published 07.02.2013



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