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Generative models as parsimonious descriptions of sensorimotor loops

2019-04-29
Manuel Baltieri, Christopher L. Buckley

Abstract

The Bayesian brain hypothesis, predictive processing and variational free energy minimisation are typically used to describe perceptual processes based on accurate generative models of the world. However, generative models need not be veridical representations of the environment. We suggest that they can (and should) be used to describe sensorimotor relationships relevant for behaviour rather than precise accounts of the world.

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URL

http://arxiv.org/abs/1904.12937

PDF

http://arxiv.org/pdf/1904.12937


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