Radiophysics and Quantum Electronics

, Volume 44, Issue 5–6, pp 403–427 | Cite as

Some Problems of Information Neurodynamics

  • M. I. Rabinovich
  • R. D. Pinto
  • R. Huerta
Article

Abstract

The goal of neural science is to understand the brain, how we perceive, move, think, and remember. All of these things are dynamical processes which are taking place in a complex, non-stationary and noisy environment. This means that these dynamical processes at all levels from small neural networks to behavior should be stable against perturbations but flexible and adaptive. The goal of neurodynamics is to formulate the main dynamical principles which can be a basis of such behavior and to predict the possible activities of neurons and neural ensembles using the tools of nonlinear dynamics. In this paper we discuss our last results related to the mostly challenging part of neurodynamics: information processing by dynamical neural ensembles.

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Copyright information

© Plenum Publishing Corporation 2001

Authors and Affiliations

  • M. I. Rabinovich
    • 1
    • 2
  • R. D. Pinto
    • 1
  • R. Huerta
    • 1
    • 3
  1. 1.Institute for Nonlinear Science University of CaliforniaSan Diego, La JollaUSA
  2. 2.Institute of Applied Physics of the Russian Academy of SciencesNizhny NovgorodRussia
  3. 3.E.T.S. InformáticaUniversidad Autónoma de MadridMadridSpain

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