The Capacity of Modern Hopfield Networks under the Data Manifold Hypothesis
Abstract
We generalize the computation of the capacity of exponential Hopfield model from Lucibello and M\'ezard (2024) to more generic pattern ensembles, including binary patterns and patterns generated from a hidden manifold model.
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