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JOURNALS // Artificial Intelligence and Decision Making // Archive

Artificial Intelligence and Decision Making, 2011 Issue 2, Pages 51–61 (Mi iipr463)

Data mining

Statistical properties of the hypotheses, formed by neural network with interconnections, implemented by Fourier-holography technique

Z. S. Bekyasheva, A. V. Pavlov

St. Petersburg National Research University of Information Technologies, Mechanics and Optics

Abstract: Dependence of statistical properties of hypotheses, formed by neural network with interconnections, implemented by Fourier-holography method, on the filtration due to the recording medium dynamical range limitation is considered. Numerical simulations results are presented.

Keywords: neural networks, Fourier-holography.



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