Literature DB >> 31775932

The Bayesian brain: What is it and do humans have it?

Dobromir Rahnev1.   

Abstract

It has been widely asserted that humans have a "Bayesian brain." Surprisingly, however, this term has never been defined and appears to be used differently by different authors. I argue that Bayesian brain should be used to denote the realist view that brains are actual Bayesian machines and point out that there is currently no evidence for such a claim.

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Year:  2019        PMID: 31775932      PMCID: PMC7579744          DOI: 10.1017/S0140525X19001377

Source DB:  PubMed          Journal:  Behav Brain Sci        ISSN: 0140-525X            Impact factor:   12.579


  7 in total

1.  The Bayesian brain: the role of uncertainty in neural coding and computation.

Authors:  David C Knill; Alexandre Pouget
Journal:  Trends Neurosci       Date:  2004-12       Impact factor: 13.837

2.  How the Bayesians got their beliefs (and what those beliefs actually are): comment on Bowers and Davis (2012).

Authors:  Thomas L Griffiths; Nick Chater; Dennis Norris; Alexandre Pouget
Journal:  Psychol Bull       Date:  2012-05       Impact factor: 17.737

Review 3.  Bayesian Brains without Probabilities.

Authors:  Adam N Sanborn; Nick Chater
Journal:  Trends Cogn Sci       Date:  2016-10-26       Impact factor: 20.229

Review 4.  If perception is probabilistic, why does it not seem probabilistic?

Authors:  Ned Block
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2018-09-19       Impact factor: 6.237

Review 5.  Organizing probabilistic models of perception.

Authors:  Wei Ji Ma
Journal:  Trends Cogn Sci       Date:  2012-09-11       Impact factor: 20.229

6.  Suboptimality in Perceptual Decision Making.

Authors:  Dobromir Rahnev; Rachel N Denison
Journal:  Behav Brain Sci       Date:  2018-02-27       Impact factor: 12.579

Review 7.  The history of the future of the Bayesian brain.

Authors:  Karl Friston
Journal:  Neuroimage       Date:  2011-10-17       Impact factor: 6.556

  7 in total
  1 in total

1.  Uncertainty-based inference of a common cause for body ownership.

Authors:  Marie Chancel; H Henrik Ehrsson; Wei Ji Ma
Journal:  Elife       Date:  2022-09-27       Impact factor: 8.713

  1 in total

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