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Building Generative Models: Structural Learning and Identification of the Learner

Reza Shadmehr and Sandro Mussa-Ivaldi

in Biological Learning and Control: How the Brain Builds Representations, Predicts Events, and Makes Decisions

Published in print:
2012
Published Online:
August 2013
ISBN:
9780262016964
eISBN:
9780262301282
Item type:
chapter
Publisher:
The MIT Press
DOI:
10.7551/mitpress/9780262016964.003.0010
Subject:
Neuroscience, Research and Theory

This chapter presents a discussion on structural learning and identification of the structure of the learner. It reveals that the prior exposure to a rotation perturbation, despite being random and ... More


Memory in Art: History and the Neuroscience of Response

David Freedberg

in The Memory Process: Neuroscientific and Humanistic Perspectives

Published in print:
2010
Published Online:
August 2013
ISBN:
9780262014571
eISBN:
9780262289672
Item type:
chapter
Publisher:
The MIT Press
DOI:
10.7551/mitpress/9780262014571.003.0017
Subject:
Neuroscience, Research and Theory

This chapter focuses on Rogier van der Weyden's Descent from the Cross, one of the great masterpieces of fifteenth-century Flemish painting. The work poses a large number of difficult questions about ... More


Sensorimotor Integration and State Estimation

Reza Shadmehr and Sandro Mussa-Ivaldi

in Biological Learning and Control: How the Brain Builds Representations, Predicts Events, and Makes Decisions

Published in print:
2012
Published Online:
August 2013
ISBN:
9780262016964
eISBN:
9780262301282
Item type:
chapter
Publisher:
The MIT Press
DOI:
10.7551/mitpress/9780262016964.003.0005
Subject:
Neuroscience, Research and Theory

This chapter describes the prediction of the sensory consequences of motor commands by brain. It illustrates that by predicting the sensory consequences of motor commands, the brain can overcome ... More


Learning to Make Accurate Predictions

Reza Shadmehr and Sandro Mussa-Ivaldi

in Biological Learning and Control: How the Brain Builds Representations, Predicts Events, and Makes Decisions

Published in print:
2012
Published Online:
August 2013
ISBN:
9780262016964
eISBN:
9780262301282
Item type:
chapter
Publisher:
The MIT Press
DOI:
10.7551/mitpress/9780262016964.003.0007
Subject:
Neuroscience, Research and Theory

This chapter considers some very simple learning problems to make accurate predictions. It reviews the least mean squared (LMS) algorithm. It shows that internal model is simply a link between motor ... More


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