Concepedia

Efficient Coding Theory

Efficient Coding Theory is a computational theory of neural representation that posits sensory systems evolve to minimize redundancy and maximize information transmission by adapting to the statistical structure of natural stimuli.

145

Publications

8.6K

Citations

341

Authors

193

Institutions

Publications per year

2017–2026

43

Variants

Efficient Coding Hypothesis

Parents

Publications

145

Coded orthogonal frequency division multiplex

Bernard Le Floch, M. Alard, Claude Berrou · 1995 · 525 citations

, , +17

Energy Efficient Neural Codes

William B. Levy, Robert A. Baxter · Neural Computation · 1996 · 497 citations

, , +16

A Bayesian observer model constrained by efficient coding can explain 'anti-Bayesian' percepts

Xue-Xin Wei, Alan A. Stocker · Nature Neuroscience · 2015 · 455 citations

, , +14

Predictive coding

Yanping Huang, Rajesh P. N. Rao · Wiley Interdisciplinary Reviews Cognitive Science · 2011 · 428 citations

, , +17

Probabilistic framework for the adaptation and comparison of image codes

Michael S. Lewicki, Bruno A. Olshausen · Journal of the Optical Society of America A · 1999 · 313 citations

, , +17

1–5 of 145

Authors

341

  1. AA
    Alan A. Stocker

    University of Pennsylvania, United States

    6 publications · 715 citations

    6

    h-index

  2. VB
    Vijay Balasubramanian

    University of Pennsylvania, United States

    4 publications · 241 citations

    4

    h-index

  3. JT
    Jochen Triesch

    Frankfurt Institute for Advanced Studies, Germany

    4 publications · 87 citations

    4

    h-index

  4. BE
    Bertram E. Shi

    Hong Kong University of Science and Technology, Hong Kong SAR China

    3 publications · 73 citations

    3

    h-index

  5. CF
    Cary Frydman

    University of Southern California, United States

    3 publications · 176 citations

    3

    h-index

1–5 of 341

Institutions

193

  1. University of Pennsylvania

    Philadelphia, United States

    12 h-index

    44 publications

    2.6K citations

  2. Princeton University

    Princeton, United States

    7 h-index

    8 publications

    292 citations

  3. Stanford University

    Stanford, United States

    5 h-index

    9 publications

    347 citations

  4. Harvard University

    Cambridge, United States

    4 h-index

    5 publications

    278 citations

  5. New York University

    New York, United States

    4 h-index

    9 publications

    360 citations

  6. University College London

    London, United Kingdom

    4 h-index

    7 publications

    333 citations

  7. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    4 h-index

    9 publications

    203 citations

  8. Frankfurt Institute for Advanced Studies

    Frankfurt am Main, Germany

    4 h-index

    10 publications

    249 citations

1–8 of 193

Venues

  1. Neural Computation

    7 publications · 861 citations

    7

    h-index

  2. PLoS Computational Biology

    5 publications · 178 citations

    5

    h-index

  3. eLife

    4 publications · 193 citations

    4

    h-index

  4. Proceedings of the National Academy of Sciences

    PNAS · 4 publications · 159 citations

    4

    h-index

  5. PLoS ONE

    4 publications · 176 citations

    4

    h-index

1–5