Title of article
A discrete dynamical system as a model of a neural network with generalized Hebbian synapses
Author/Authors
Leszek Pienia?z?ek، نويسنده ,
Issue Information
دوهفته نامه با شماره پیاپی سال 2005
Pages
13
From page
79
To page
91
Abstract
We study the dynamical behavior of a discrete time dynamical system which can serve as a model
of a learning process. We determine fixed points of this system and basins of attraction of attracting
points. This system was studied by Fernanda Botelho and James J. Jamison in [A learning rule
with generalized Hebbian synapses, J. Math. Anal. Appl. 273 (2002) 529–547] but authors used its
continuous counterpart to describe basins of attraction.
2004 Elsevier Inc. All rights reserved
Keywords
neural network , Discrete dynamical system , Hebbian synapse
Journal title
Journal of Mathematical Analysis and Applications
Serial Year
2005
Journal title
Journal of Mathematical Analysis and Applications
Record number
933960
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