Concepedia

Sparse Coding Circuits

Sparse Coding Circuits is a neural circuit motif that implements a computational strategy in which a minimal subset of neurons is activated to represent information, thereby achieving efficient and selective encoding through sparse, distributed activity patterns.

34

Publications

3.4K

Citations

134

Authors

78

Institutions

Publications per year

2017–2026

12

Parents

Publications

34

An ultra-sparse code underliesthe generation of neural sequences in a songbird

Richard H. R. Hahnloser, Alexay A. Kozhevnikov, Michale S. Fee · Nature · 2002 · 1K citations

, , +14

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

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

, , +17

Synaptic Mechanisms Underlying Sparse Coding of Active Touch

Sylvain Crochet, James F.A. Poulet, Yves Kremer et al. · Neuron · 2011 · 270 citations · Full text

, , +14

Braindrop: A Mixed-Signal Neuromorphic Architecture With a Dynamical Systems-Based Programming Model

Alexander Neckar, Sam Fok, Ben Varkey Benjamin et al. · Proceedings of the IEEE · 2018 · 225 citations

, , +17

Adult neurogenesis modifies excitability of the dentate gyrus

Taruna Ikrar, Nannan Guo, Kaiwen He et al. · Frontiers in Neural Circuits · 2013 · 195 citations · Full text

, , +17

1–5 of 34

Authors

134

  1. CJ
    Christopher J. Rozell

    Georgia Institute of Technology, United States

    2 publications · 49 citations

    2

    h-index

  2. JF
    James F.A. Poulet

    Max Delbrück Center, Germany

    2 publications · 284 citations

    2

    h-index

  3. YK
    Yves Kremer

    École Polytechnique Fédérale de Lausanne, Switzerland

    2 publications · 284 citations

    2

    h-index

  4. SC
    Sylvain Crochet

    École Polytechnique Fédérale de Lausanne, Switzerland

    2 publications · 284 citations

    2

    h-index

  5. CC
    Carl C.H. Petersen

    École Polytechnique Fédérale de Lausanne, Switzerland

    2 publications · 284 citations

    2

    h-index

1–5 of 134

Institutions

78

  1. University of California, Berkeley

    Berkeley, United States

    4 h-index

    13 publications

    652 citations

  2. Johns Hopkins University

    Baltimore, United States

    2 h-index

    4 publications

    426 citations

  3. University of California San Diego

    San Diego, United States

    2 h-index

    3 publications

    1.1K citations

  4. Portland State University

    Portland, United States

    2 h-index

    3 publications

    70 citations

  5. Allen Institute for Brain Science

    Seattle, United States

    2 h-index

    3 publications

    401 citations

  6. Georgia Institute of Technology

    Atlanta, United States

    2 h-index

    6 publications

    134 citations

  7. University College London

    London, United Kingdom

    2 h-index

    2 publications

    24 citations

  8. Augusta University

    Augusta, United States

    1 h-index

    2 publications

    22 citations

1–8 of 78

Venues

  1. Frontiers in Neural Circuits

    3 publications · 232 citations

    3

    h-index

  2. Neuron

    3 publications · 781 citations

    3

    h-index

  3. PLoS Computational Biology

    2 publications · 119 citations

    2

    h-index

  4. Neural Networks

    1 publications · 134 citations

    1

    h-index

  5. 1

    h-index

1–5