English

Representation in Dynamical Systems

Artificial Intelligence 2021-05-14 v1 Chaotic Dynamics

Abstract

The brain is often called a computer and likened to a Turing machine, in part because the mind can manipulate discrete symbols such as numbers. But the brain is a dynamical system, more like a Watt governor than a Turing machine. Can a dynamical system be said to operate using "representations"? This paper argues that it can, although not in the way a digital computer does. Instead, it uses phenomena best described using mathematic concepts such as chaotic attractors to stand in for aspects of the world.

Keywords

Cite

@article{arxiv.2105.05714,
  title  = {Representation in Dynamical Systems},
  author = {Matthew Hutson},
  journal= {arXiv preprint arXiv:2105.05714},
  year   = {2021}
}

Comments

11 pages, 2 figures

R2 v1 2026-06-24T02:02:32.223Z