Influence of Refractory Periods in the Hopfield model
C. R. da Silva, F. A. Tamarit, E. M. F. Curado
Abstract
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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