Model averaging, optimal inference and habit formation

Model averaging, optimal inference and habit formation

Postulating that the brain performs approximate Bayesian inference generates principled and empirically testable models of neuronal function – the subject of much current interest in neuroscience and related disciplines. Current formulations address inference and learning under some assumed and part...

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Bibliographic Details
Main Authors: Thomas H B FitzGerald, Raymond J Dolan, Karl eFriston
Format: Article
Language:English
Published: Frontiers Media S.A. 2014-06-01
Series:Frontiers in Human Neuroscience
Subjects:
predictive coding
active inference
bounded rationality
Bayesian inference
bistable perception
habit
Online Access:http://journal.frontiersin.org/Journal/10.3389/fnhum.2014.00457/full

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