Concepedia

Sparse Sensory Coding

Sparse Sensory Coding is a computational principle in sensory system modeling whereby sensory information is represented efficiently through the activation of a minimal subset of neurons, such that each stimulus is encoded by few active units relative to the total population.

63

Publications

6.5K

Citations

175

Authors

96

Institutions

Publications per year

2017–2026

13

Parents

Publications

63

What Is the Goal of Sensory Coding?

David J. Field · Neural Computation · 1994 · 1.2K citations

, , +17

Sparseness of the neuronal representation of stimuli in the primate temporal visual cortex

Edmund T. Rolls, Martin J. Tovée · Journal of Neurophysiology · 1995 · 525 citations · Full text

, , +17

Odor Representations in Olfactory Cortex: “Sparse” Coding, Global Inhibition, and Oscillations

Cindy Poo, Jeffry S. Isaacson · Neuron · 2009 · 497 citations · Full text

, , +17

Dynamic Receptive Fields of Reconstructed Pyramidal Cells in Layers 3 and 2 of Rat Somatosensory Barrel Cortex

Michael Brecht, Arnd Roth, Bert Sakmann · The Journal of Physiology · 2003 · 297 citations · Full text

, , +17

Sparseness and Expansion in Sensory Representations

Baktash Babadi, Haim Sompolinsky · Neuron · 2014 · 290 citations · Full text

, , +11

1–5 of 63

Authors

175

  1. KP
    Konrad P. Körding

    Northwestern University, United States

    3 publications · 108 citations

    3

    h-index

  2. MP
    Martin Paul Nawrot

    Freie Universität Berlin, Germany

    3 publications · 84 citations

    3

    h-index

  3. MS
    Mark Stopfer

    Eunice Kennedy Shriver National Institute of Child Health and Human Development, United States

    3 publications · 147 citations

    3

    h-index

  4. ET
    Edmund T. Rolls

    University of Oxford, United Kingdom

    3 publications · 793 citations

    3

    h-index

  5. CJ
    Christopher J. Rozell

    Georgia Institute of Technology, United States

    3 publications · 125 citations

    3

    h-index

1–5 of 175

Institutions

96

  1. University of Oxford

    Oxford, United Kingdom

    6 h-index

    10 publications

    1.9K citations

  2. Howard Hughes Medical Institute

    Chevy Chase, United States

    4 h-index

    8 publications

    926 citations

  3. University of California San Diego

    San Diego, United States

    4 h-index

    4 publications

    1.1K citations

  4. Frankfurt Institute for Advanced Studies

    Frankfurt am Main, Germany

    3 h-index

    10 publications

    160 citations

  5. Yale University

    New Haven, United States

    3 h-index

    8 publications

    541 citations

  6. Cold Spring Harbor Laboratory

    Cold Spring Harbor, United States

    3 h-index

    4 publications

    966 citations

  7. California Institute of Technology

    Pasadena, United States

    3 h-index

    6 publications

    782 citations

  8. Eunice Kennedy Shriver National Institute of Child Health and Human Development

    Bethesda, United States

    3 h-index

    4 publications

    192 citations

1–8 of 96

Venues

  1. Journal of Neuroscience

    11 publications · 1.2K citations

    11

    h-index

  2. Neuron

    5 publications · 1.2K citations

    5

    h-index

  3. PLoS Computational Biology

    4 publications · 174 citations

    4

    h-index

  4. Proceedings of the National Academy of Sciences

    PNAS · 4 publications · 267 citations

    4

    h-index

  5. Journal of Neurophysiology

    JN · 4 publications · 786 citations

    4

    h-index

1–5