This article is cited in 1 paper

Mathematical Modeling

Artificial neural network with modulation of synaptic coefficients

M. N. Nazarov

National Research University of Electronic Technology, Moscow, Zelenograd, 124498, Russia

Abstract: The model of neural network based on artificial neuron with dynamic synaptic weights was constructed. As main model processes for changing the synaptic weights were chosen: weakening of a synaptic weight in the absence of synapse stimulation, and modulation of a weight with synchronous irritation of some other synaptic junction.

Keywords: artificial neuron with synaptic plasticity.

UDC: 519.68: 612.8.001.57

MSC: Primary 68T05; Secondary 92B20

Original article submitted 29/III/2012
revision submitted – 16/I/2013

DOI: 10.14498/vsgtu1052

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