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Poster
in
Workshop: New Frontiers in Associative Memories

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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