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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


Bayes, Rationality, and Rashionality

Vsevolod Kapatsinski

in Changing Minds Changing Tools: From Learning Theory to Language Acquisition to Language Change

Published in print:
2018
Published Online:
September 2019
ISBN:
9780262037860
eISBN:
9780262346313
Item type:
chapter
Publisher:
The MIT Press
DOI:
10.7551/mitpress/9780262037860.003.0005
Subject:
Psychology, Cognitive Psychology

This chapter reviews the main ideas of Bayesian approaches to learning, compared to associationist approaches. It reviews and discusses Bayesian criticisms of associationist learning theory. In ... More


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