Influence of Refractory Periods in the Hopfield model

Details Influence of Refractory Periods in the Hopfield model Influence of Refractory Periods in the Hopfield model

1995-08-22

arxiv.org/abs/cond-mat/9508092v1

Physics

Condensed Matter

Revtex, 7 pages, 7 figures

Scientific paper

We study both analytically and numerically the effects of including
refractory periods in the Hopfield model for associative memory. These periods
are introduced in the dynamics of the network as thresholds that depend on the
state of the neuron at the previous time. Both the retrieval properties and the
dynamical behaviour are analyzed.

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