Biological learning and control : how the brain builds representations, predicts events, and makes decisions /

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In this work, the authors present a theoretical framework for understanding the regularity of the brain's perceptions, its reactions to sensory stimuli, and its control of movements.

Bibliographic Details
Call Number:Libro Electrónico
Main Author: Shadmehr, Reza
Other Authors: Mussa-Ivaldi, Sandro
Format: Electronic eBook
Language:Inglés
Published: Cambridge, Mass. : MIT Press, ©2012.
©2012
Series:Computational neuroscience.
Subjects:
Brain.
Neuropsychology.
Brain > Mathematical models.
Mental Processes > physiology
Brain > physiology
Brain
Cerveau.
brains.
MEDICAL > Neuroscience.
PSYCHOLOGY > Neuropsychology.
Brain > Mathematical models
Neuropsychology
NEUROSCIENCE/General
Online Access:Texto completo
Table of Contents:
  • 1. Space in the mammalian brain
  • 2. Building a space map
  • 3. The space inside
  • 4. Sensorimotor integration and state estimation
  • 5. Bayesian estimation and inference
  • 6. Learning to make accurate predictions
  • 7. Learning faster
  • 8. The multiple timescales of memory
  • 9. Building generative models : structural learning and identification of the learner
  • 10. Costs and rewards of motor commands
  • 11. Cost of time in motor control
  • 12. Optimal feedback control.

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