publications

Publications.

2026

  1. Biol. Cybern.
    Attractor working memory as a potential basis for insect path integration
    R. Chitic, E. Gkanias, Ábel Ságodi, E. Chicca, and 1 more author
    Under review at Biological Cybernetics, 2026
  2. NeurIPS
    uap_landscape.png
    Universal Approximation Theorems for Dynamical Systems with Infinite-Time Horizon Guarantees
    Ábel Ságodi and I. M. Park
    In Fortieth Annual Conference on Neural Information Processing Systems (to appear), 2026
    arXiv HTML
  3. CDC
    Data-Enabled Local Reach-Avoid Control Near Saddle Equilibria with a Neuronal Interpretation
    Ábel Ságodi, J. L. Pughe-Sanford, X. Ding, and D. B. Chklovskii
    In 65th IEEE Conference on Decision and Control (to appear), 2026

2025

  1. NeurIPS W
    Symmetry-Regularized Learning of Continuous Attractor Dynamics
    A. Liang, Ábel Ságodi, P. A. Sokól, and I. M. Park
    In NeurIPS 2025 Workshop on Symmetry and Geometry in Neural Representations, 2025
    HTML
  2. arXiv
    topological_conjugacy_pareto.png
    Dynamical Archetype Analysis: Autonomous Computation
    Ábel Ságodi and I. M. Park
    arXiv preprint arXiv:2507.05505, 2025
    arXiv HTML

2024

  1. NeurIPS
    FenichelThm.png
    Back to the Continuous Attractor
    Ábel Ságodi, G. Martin-Sanchez, P. A. Sokól, and I. M. Park
    In Thirty-eighth Annual Conference on Neural Information Processing Systems, 2024
    HTML

2023

  1. arXiv
    Persistent Learning Signals and Working Memory without Continuous Attractors
    I. M. Park, Ábel Ságodi, and P. A. Sokól
    arXiv preprint arXiv:2308.12585, 2023
    arXiv