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Modelirovanie i Analiz Informatsionnykh Sistem, 2011, Volume 18, Number 2, Pages 65–76
(Mi mais177)
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This article is cited in 1 scientific paper (total 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.
Received: 20.12.2010
Citation:
O. A. Dunaeva, “Principles of constructing layered neural networks based on pulse neurons”, Model. Anal. Inform. Sist., 18:2 (2011), 65–76
Linking options:
https://www.mathnet.ru/eng/mais177 https://www.mathnet.ru/eng/mais/v18/i2/p65
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Abstract page: | 636 | Full-text PDF : | 472 | References: | 52 |
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