Concepedia

Bayesian Brain Models

Bayesian Brain Models is a theoretical framework in neural modeling that posits the brain as a probabilistic inference system, using Bayesian statistics to represent and update beliefs about the environment under uncertainty.

312

Publications

30.4K

Citations

910

Authors

455

Institutions

Publications per year

2017–2026

144

Parents

Publications

312

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

A Bayesian model of shape and appearance for subcortical brain segmentation

Brian Patenaude, Stephen M. Smith, David N. Kennedy et al. · NeuroImage · 2011 · 2.4K citations · Full text

, , +14

Spontaneous Cortical Activity Reveals Hallmarks of an Optimal Internal Model of the Environment

Pietro Berkes, Gergő Orbán, Máté Lengyel et al. · Science · 2011 · 850 citations · Full text

, , +17

Ten simple rules for dynamic causal modeling

Klaas Ε. Stephan, W.D. Penny, Rosalyn Moran et al. · NeuroImage · 2009 · 834 citations · Full text

, , +16

Interpreting Neuronal Population Activity by Reconstruction: Unified Framework With Application to Hippocampal Place Cells

Kechen Zhang, Iris Ginzburg, Bruce L. McNaughton et al. · Journal of Neurophysiology · 1998 · 798 citations

, , +17

1–5 of 312

Authors

910

  1. KF
    Karl Friston

    University College London, United Kingdom

    24 publications · 4.9K citations

    21

    h-index

  2. KΕ
    Klaas Ε. Stephan

    University College London, United Kingdom

    11 publications · 2.3K citations

    11

    h-index

  3. CM
    Christoph Mathys

    Institute for Biomedical Engineering, Switzerland

    8 publications · 500 citations

    8

    h-index

  4. WP
    W.D. Penny

    University College London, United Kingdom

    8 publications · 1.6K citations

    8

    h-index

  5. WJ
    Wei Ji

    New York University, United States

    6 publications · 431 citations

    6

    h-index

1–5 of 910

Institutions

455

  1. University College London

    London, United Kingdom

    36 h-index

    123 publications

    20.3K citations

  2. Wellcome Centre for Human Neuroimaging

    London, United Kingdom

    29 h-index

    89 publications

    16.1K citations

  3. University of Zurich

    Zurich, Switzerland

    13 h-index

    47 publications

    4.8K citations

  4. ETH Zurich

    Zurich, Switzerland

    13 h-index

    42 publications

    3.1K citations

  5. Inserm

    Paris, France

    13 h-index

    44 publications

    3.2K citations

  6. Radboud University Nijmegen

    Nijmegen, The Netherlands

    12 h-index

    40 publications

    1.7K citations

  7. National Hospital for Neurology and Neurosurgery

    London, United Kingdom

    12 h-index

    31 publications

    9.1K citations

  8. Institute for Biomedical Engineering

    Zurich, Switzerland

    12 h-index

    40 publications

    3K citations

1–8 of 455

Venues

  1. NeuroImage

    43 publications · 6.5K citations

    33

    h-index

  2. PLoS Computational Biology

    19 publications · 1.6K citations

    17

    h-index

  3. Journal of Neuroscience

    14 publications · 2K citations

    14

    h-index

  4. bioRxiv (Cold Spring Harbor Laboratory)

    Repository · 15 publications · 299 citations

    11

    h-index

  5. Frontiers in Computational Neuroscience

    7 publications · 205 citations

    7

    h-index

1–5