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The Capacity of Modern Hopfield Networks under the Data Manifold Hypothesis
Published 12 Mar 2025 in cond-mat.dis-nn | (2503.09518v1)
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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