cond-mat.dis-nn · 2026-07-22 · No. 61

Disordered Systems and Neural Networks, 2026-07-22.

1 new papers in cond-mat.dis-nn. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

1 entries
  1. 01

    Free energy landscape of Dense Associative Memory

    Sumedha, Abhishek Singh

    cond-mat.dis-nn · cond-mat.stat-mech · cs.AI

    Using large deviations theory, we solve and obtain a general expression for the free energy functional for a broad class of associative memories, including dense associative memories. We illustrate the method by reproducing classical results for the Hopfield model. For a finite number of patterns, we derive the temperature-dependent free energy functional for dense associative memories featuring polynomial interactions and Log-Sum-Exponential...

    arxiv.org/abs/2607.19195 · PDF

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