Tamarit F.A., Curado E.M.F. — Pair-Correlated Patterns in Hopfield Model of Neural Networks
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Название: Pair-Correlated Patterns in Hopfield Model of Neural Networks
Авторы: Tamarit F.A., Curado E.M.F.
Аннотация:
We study the retrieval properties of the Hopfield model of neural networks when the memorized patterns are statistically correlated in pairs. There is a finite correlation ~c between the memories of each pair, but memories of different pairs are uncorrelated. The analysis is restricted to the case of an arbitrary but finite number of memories in the thermodynamic limit. We find that there are two retrieval regimes: for 0
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