On the design of dynamic associative neural memories

Date
1994
Authors
Savran, M. E.
Morgül, Ö.
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Source Title
IEEE Transactions on Neural Networks
Print ISSN
1045-9227
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Publisher
IEEE
Volume
5
Issue
3
Pages
489 - 492
Language
English
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Abstract

We consider the design problem for a class of discrete-time and continuous-time neural networks. We obtain a characterization of all connection weights that store a given set of vectors into the network; that is, each given vector becomes an equilibrium point of the network. We also give sufficient conditions that guarantee the asymptotic stability of these equilibrium points.

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