Effect of spatial correlations on Hopfield Neural Network and Dense Associative Memories

Hopfield model is one of the few neural networks for which analytical results can be obtained. However, most of them are derived under the assumption of random uncorrelated patterns, while in real life applications data to be stored show non-trivial correlations. In the present paper we study how th...

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Veröffentlicht in:	arXiv.org 2022-07
Hauptverfasser:	Giordano De Marzo, Iannelli, Giulio
Format:	Artikel
Sprache:	eng
Schlagworte:	Associative memory Ising model Mathematical models Neural networks Phase diagrams Physics - Disordered Systems and Neural Networks Physics - Statistical Mechanics Retrieval
Online-Zugang:	Volltext
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