cond-mat.dis-nn · 2026-07-27 · No. 66

Disordered Systems and Neural Networks, 2026-07-27.

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

    Multiplicity of Stable Attractors in Disordered Neural Models

    Raffaele Marino, Roberto Livi, Antonio Politi

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

    We show how large-deviation statistics allows one to obtain reliable estimates of the multiplicity of stable fixed-points in a model of neural ordinary differential equations previously employed in computational tasks. The result is obtained by developing a suitable perturbative method in the amplitude of the disorder. It turns out that for not-too-large coupling strengths there are no qualitative differences between the symmetric case, when...

    arxiv.org/abs/2607.22047 · PDF

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