The Capacity of Modern Hopfield Networks under the Data Manifold Hypothesis
Beatrice Achilli ⋅ Luca Ambrogioni ⋅ Carlo Lucibello ⋅ Marc Mezard ⋅ Enrico Ventura
Abstract
We generalize the computation of the capacity of exponential Hopfield model from Lucibello and Mézard (2024) to more generic pattern ensembles, including binary patterns and patterns generated from a hidden manifold model.
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