Convergence time and memory capacity of higher-order Hopfield associative memory with multi-valued neurons

Document Type

Article

Publication Date

1-1-1993

Abstract

We investigate the two basic properties, i.e. convergence time and memory capacity, of the higher-order Hopfield associative memory with multi-valued neurons. The second-order Hopfield neural network of multi-valued neurons is presented analytically. The properties of the combined higher-order multi-valued model is then studied. Finally, the memory capacity of the higher-higher order binary-valued model is studied using a statistical approach.

Identifier

0027883237 (Scopus)

Publication Title

Computer Journal

External Full Text Location

https://doi.org/10.1093/comjnl/36.6.554

ISSN

00104620

First Page

554

Last Page

561

Issue

6

Volume

36

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