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

Author: Reza Shadmehr; Sandro Mussa-Ivaldi
Publisher: Cambridge, Mass. : MIT Press, ©2012.
Series: Computational neuroscience.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Database:WorldCat
Summary:
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.
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Shadmehr, Reza.
Biological learning and control.
Cambridge, Mass. : MIT Press, ©2012
(DLC) 2011026392
(OCoLC)747385616
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Reza Shadmehr; Sandro Mussa-Ivaldi
ISBN: 0262301288 9780262301282 1283448912 9781283448918
OCLC Number: 775571543
Description: 1 online resource (385 pages) : illustrations.
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.
Series Title: Computational neuroscience.
Responsibility: Reza Shadmehr and Sandro Mussa-Ivaldi.

Abstract:

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.

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"This exciting book provides a coherent framework for understanding how the brain learns to control the body. By synthesizing recent advances with historical perspectives, it provides an accessible Read more...

 
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