Concepedia

Probabilistic Population Codes

Probabilistic Population Codes is a computational neuroscience framework that represents probability distributions over stimuli through the collective activity of neural populations, where the firing rates of neurons encode posterior probabilities in a manner that supports Bayesian inference via linear decoding operations.

22

Publications

3.5K

Citations

62

Authors

41

Institutions

Publications per year

2017–2026

7

Parents

Publications

22

Bayesian inference with probabilistic population codes

Wei Ji, Jeffrey M. Beck, Peter E. Latham et al. · Nature Neuroscience · 2006 · 1.5K citations

, , +12

Probabilistic Population Codes for Bayesian Decision Making

Jeffrey M. Beck, Wei Ji, Roozbeh Kiani et al. · Neuron · 2008 · 692 citations · Full text

, , +14

Products of experts

Geoffrey E. Hinton · 1999 · 352 citations

, , +16

Bayesian sampling in visual perception

Rubén Moreno‐Bote, David C. Knill, Alexandre Pouget · Proceedings of the National Academy of Sciences · 2011 · 169 citations · Full text

, , +17

Optimal Population Codes for Space: Grid Cells Outperform Place Cells

Alexander Mathis, Andreas V. M. Herz, Martin Stemmler · Neural Computation · 2012 · 158 citations · Full text

, , +17

1–5 of 22

Authors

62

  1. AP
    Alexandre Pouget

    University of Geneva, Switzerland

    5 publications · 2.5K citations

    5

    h-index

  2. WJ
    Wei Ji

    New York University, United States

    4 publications · 2.3K citations

    4

    h-index

  3. RK
    Roozbeh Kiani

    New York University, United States

    2 publications · 743 citations

    2

    h-index

  4. PE
    Peter E. Latham

    Oxford Centre for Computational Neuroscience, United Kingdom

    2 publications · 2.2K citations

    2

    h-index

  5. JM
    Jeffrey M. Beck

    University of Rochester, United States

    2 publications · 2.2K citations

    2

    h-index

1–5 of 62

Institutions

41

  1. University of Rochester

    Rochester, United States

    4 h-index

    8 publications

    6.9K citations

  2. University of Tübingen

    Tübingen, Germany

    2 h-index

    2 publications

    29 citations

  3. University of Geneva

    Geneva, Switzerland

    2 h-index

    2 publications

    110 citations

  4. Oxford Centre for Computational Neuroscience

    Oxford, United Kingdom

    2 h-index

    2 publications

    2.2K citations

  5. New York University

    New York, United States

    2 h-index

    4 publications

    146 citations

  6. University College London

    London, United Kingdom

    2 h-index

    2 publications

    1.9K citations

  7. Baylor College of Medicine

    Houston, United States

    2 h-index

    3 publications

    772 citations

  8. Ludwig-Maximilians-Universität München

    Munich, Germany

    1 h-index

    3 publications

    474 citations

1–8 of 41

Venues

  1. Neuron

    3 publications · 790 citations

    3

    h-index

  2. Proceedings of the National Academy of Sciences

    PNAS · 2 publications · 220 citations

    2

    h-index

  3. Neural Computation

    2 publications · 184 citations

    2

    h-index

  4. Archive ouverte UNIGE (University of Geneva)

    Repository · 1 publications · 35 citations

    1

    h-index

  5. Multisensory Research

    1 publications · 40 citations

    1

    h-index

1–5