Concepedia

Probabilistic Population Coding

Probabilistic Population Coding is a neural coding framework that represents probability distributions over stimuli through the collective activity of neuronal populations, where the firing rates of neurons encode the parameters of a likelihood function in a manner that enables Bayesian inference via linear readout mechanisms.

31

Publications

4.8K

Citations

87

Authors

61

Institutions

Publications per year

2017–2026

8

Parents

Publications

31

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

Reading population codes: a neural implementation of ideal observers

Sophie Denève, Peter E. Latham, Alexandre Pouget · Nature Neuroscience · 1999 · 410 citations

, , +16

Efficient computation and cue integration with noisy population codes

Sophie Denève, Peter E. Latham, Alexandre Pouget · Nature Neuroscience · 2001 · 360 citations

, , +16

Neural population code for fine perceptual decisions in area MT

Gopathy Purushothaman, David C. Bradley · Nature Neuroscience · 2004 · 313 citations

, , +16

1–5 of 31

Authors

87

  1. AP
    Alexandre Pouget

    University of Geneva, Switzerland

    7 publications · 3.3K citations

    7

    h-index

  2. WJ
    Wei Ji

    New York University, United States

    4 publications · 2.3K citations

    4

    h-index

  3. PE
    Peter E. Latham

    Oxford Centre for Computational Neuroscience, United Kingdom

    4 publications · 3K citations

    4

    h-index

  4. CM
    Cyriel M. A. Pennartz

    University of Amsterdam, Netherlands

    2 publications · 228 citations

    2

    h-index

  5. RK
    Roozbeh Kiani

    New York University, United States

    2 publications · 743 citations

    2

    h-index

1–5 of 87

Institutions

61

  1. University of Rochester

    Rochester, United States

    6 h-index

    12 publications

    8.5K citations

  2. New York University

    New York, United States

    3 h-index

    5 publications

    191 citations

  3. University of California, Los Angeles

    Los Angeles, United States

    3 h-index

    3 publications

    942 citations

  4. University of Illinois Chicago

    Chicago, United States

    2 h-index

    2 publications

    1K citations

  5. University of Tübingen

    Tübingen, Germany

    2 h-index

    2 publications

    205 citations

  6. Baylor College of Medicine

    Houston, United States

    2 h-index

    3 publications

    772 citations

  7. Oxford Centre for Computational Neuroscience

    Oxford, United Kingdom

    2 h-index

    2 publications

    2.2K citations

  8. Netherlands Institute for Neuroscience

    Amsterdam, Netherlands

    2 h-index

    9 publications

    992 citations

1–8 of 61

Venues

  1. Nature Neuroscience

    5 publications · 2.8K citations

    5

    h-index

  2. Journal of Neuroscience

    3 publications · 315 citations

    3

    h-index

  3. Neuron

    3 publications · 790 citations

    3

    h-index

  4. Neural Computation

    2 publications · 73 citations

    2

    h-index

  5. Proceedings of the National Academy of Sciences

    PNAS · 2 publications · 220 citations

    2

    h-index

1–5