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The swapping algorithm for the Hopfield model with two patterns

Author

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  • Löwe, Matthias
  • Vermet, Franck

Abstract

The so-called swapping algorithm was designed to simulate from spin glass distributions, among others. In this note we show that it mixes rapidly, in a very simple disordered system, the Hopfield model with two patterns.

Suggested Citation

  • Löwe, Matthias & Vermet, Franck, 2009. "The swapping algorithm for the Hopfield model with two patterns," Stochastic Processes and their Applications, Elsevier, vol. 119(10), pages 3471-3493, October.
    • Handle: RePEc:eee:spapps:v:119:y:2009:i:10:p:3471-3493
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    References listed on IDEAS

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    1. Löwe, Matthias & Vermet, Franck, 2007. "The capacity of q-state Potts neural networks with parallel retrieval dynamics," Statistics & Probability Letters, Elsevier, vol. 77(14), pages 1505-1514, August.
    2. Löwe, Matthias & Vermet, Franck, 2005. "The storage capacity of the Hopfield model and moderate deviations," Statistics & Probability Letters, Elsevier, vol. 75(4), pages 237-248, December.
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