Attractors and noise: twin drivers of decisions and multistability

Neuroimage. 2010 Sep;52(3):740-51. doi: 10.1016/j.neuroimage.2009.12.126. Epub 2010 Jan 18.

Abstract

Perceptual decisions are made not only during goal-directed behavior such as choice tasks, but also occur spontaneously while multistable stimuli are being viewed. In both contexts, the formation of a perceptual decision is best captured by noisy attractor dynamics. Noise-driven attractor transitions can accommodate a wide range of timescales and a hierarchical arrangement with "nested attractors" harbors even more dynamical possibilities. The attractor framework seems particularly promising for understanding higher-level mental states that combine heterogeneous information from a distributed set of brain areas.

Publication types

  • Review

MeSH terms

  • Animals
  • Brain / physiology*
  • Decision Making / physiology*
  • Humans
  • Models, Neurological
  • Neurons / physiology
  • Perception / physiology*