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