publications

Publications.

2026

  1. arXiv
    Universal Approximation Theorems for Dynamical Systems with Infinite-Time Horizon Guarantees
    Ábel Ságodi and I. M. Park
    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
    Dynamical Archetype Analysis: Autonomous Computation
    Ábel Ságodi and I. M. Park
    arXiv preprint arXiv:2507.05505, 2025
    arXiv HTML

2024

  1. NeurIPS
    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