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JOURNALS // Modelirovanie i Analiz Informatsionnykh Sistem // Archive

Model. Anal. Inform. Sist., 2011 Volume 18, Number 2, Pages 65–76 (Mi mais177)

This article is cited in 1 paper

Principles of constructing layered neural networks based on pulse neurons

O. A. Dunaeva

P. G. Demidov Yaroslavl State University

Abstract: In the article we describe principles of pulse implementation of multilayer neural networks using biologically plausible neurons. It is shown that the multilayer perceptron can be modeled with a neural network composed of pulse neurons using impulse information coding.

Keywords: Impulse coding of information, asymptotic analysis, McCulloch–Pits neuron, multilayer perceptron.

UDC: 517.928 + 517.929

Received: 20.12.2010



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