Concepedia

Bayesian Brain Computation

Bayesian Brain Computation is a theoretical framework within cortical computation that posits the brain performs probabilistic inference by representing and updating beliefs over uncertain states of the world according to Bayesian principles.

89

Publications

12.4K

Citations

299

Authors

166

Institutions

Publications per year

2017–2026

47

Parents

Publications

89

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

David C. Knill, Alexandre Pouget · Trends in Neurosciences · 2004 · 2.7K citations

, , +14

The Computational Anatomy of Psychosis

Rick A. Adams, Klaas Ε. Stephan, Harriet R. Brown et al. · Frontiers in Psychiatry · 2013 · 862 citations · Full text

, , +16

A Bayesian account of 'hysteria'

Mark J. Edwards, Rick A. Adams, Harriet R. Brown et al. · Brain · 2012 · 790 citations · Full text

, , +17

A Bayesian foundation for individual learning under uncertainty

Christoph Mathys · Frontiers in Human Neuroscience · 2011 · 710 citations · Full text

, , +16

An aberrant precision account of autism

Rebecca Lawson, Geraint Rees, Karl Friston · Frontiers in Human Neuroscience · 2014 · 666 citations · Full text

, , +15

1–5 of 89

Authors

299

  1. KF
    Karl Friston

    University College London, United Kingdom

    6 publications · 2.6K citations

    6

    h-index

  2. KΕ
    Klaas Ε. Stephan

    University College London, United Kingdom

    5 publications · 1.1K citations

    5

    h-index

  3. MJ
    Mehrdad Jazayeri

    McGovern Institute for Brain Research, United States

    4 publications · 308 citations

    4

    h-index

  4. AP
    Alexandre Pouget

    University of Geneva, Switzerland

    3 publications · 2.8K citations

    3

    h-index

  5. CM
    Christoph Mathys

    Institute for Biomedical Engineering, Switzerland

    3 publications · 802 citations

    3

    h-index

1–5 of 299

Institutions

166

  1. University College London

    London, United Kingdom

    17 h-index

    60 publications

    13.5K citations

  2. Wellcome Centre for Human Neuroimaging

    London, United Kingdom

    12 h-index

    24 publications

    9.5K citations

  3. ETH Zurich

    Zurich, Switzerland

    7 h-index

    20 publications

    1.8K citations

  4. University of Zurich

    Zurich, Switzerland

    7 h-index

    24 publications

    2.7K citations

  5. Institute for Biomedical Engineering

    Zurich, Switzerland

    7 h-index

    19 publications

    2.5K citations

  6. Massachusetts Institute of Technology

    Cambridge, United States

    7 h-index

    15 publications

    1.1K citations

  7. Columbia University

    New York, United States

    5 h-index

    9 publications

    683 citations

  8. Stanford University

    Stanford, United States

    5 h-index

    8 publications

    1.2K citations

1–8 of 166

Venues

  1. bioRxiv (Cold Spring Harbor Laboratory)

    Repository · 7 publications · 203 citations

    7

    h-index

  2. NeuroImage

    5 publications · 371 citations

    5

    h-index

  3. PLoS Computational Biology

    4 publications · 413 citations

    4

    h-index

  4. Frontiers in Psychology

    4 publications · 403 citations

    4

    h-index

  5. Frontiers in Psychiatry

    3 publications · 1K citations

    3

    h-index

1–5