Concepedia

Sparse Distributed Representation

Sparse Distributed Representation is a neural coding scheme in which information is represented by the joint activity of a small subset of neurons within a large population, such that each neuron has a specific semantic selectivity and the overall pattern is both sparse in activation and distributed across the network.

64

Publications

5.7K

Citations

150

Authors

91

Institutions

Publications per year

2017–2026

12

Variants

Sdr

Parents

Publications

64

Hyperdimensional Computing: An Introduction to Computing in Distributed Representation with High-Dimensional Random Vectors

Pentti Kanerva · Cognitive Computation · 2009 · 968 citations

, , +11

Continuous Distributed Representation of Biological Sequences for Deep Proteomics and Genomics

Ehsaneddin Asgari, Mohammad R. K. Mofrad · PLoS ONE · 2015 · 910 citations · Full text

, , +15

Three new graphical models for statistical language modelling

Andriy Mnih, Geoffrey E. Hinton · 2007 · 582 citations

, , +16

Action recognition from a distributed representation of pose and appearance

Subhransu Maji, Lubomir Bourdev, Jitendra Malik · 2011 · 311 citations

, , +14

Generative models for discovering sparse distributed representations

Geoffrey E. Hinton, Zoubin Ghahramani · Philosophical Transactions of the Royal Society B Biological Sciences · 1997 · 228 citations

, , +13

1–5 of 64

Authors

150

  1. JH
    Jeff Hawkins

    Numerica Corporation (United States), United States

    5 publications · 369 citations

    5

    h-index

  2. SA
    Subutai Ahmad

    Numerica Corporation (United States), United States

    5 publications · 369 citations

    5

    h-index

  3. DA
    Dmitri A. Rachkovskij

    Institute of Information Technologies and Systems of the National Academy of Sciences of Ukraine, Ukraine

    3 publications · 190 citations

    3

    h-index

  4. MC
    Manuel Crisóstomo

    University of Coimbra, Portugal

    3 publications · 46 citations

    3

    h-index

  5. AP
    A. Paulo Coimbra

    University of Coimbra, Portugal

    3 publications · 46 citations

    3

    h-index

1–5 of 150

Institutions

91

  1. University of California, Berkeley

    Berkeley, United States

    5 h-index

    12 publications

    3.2K citations

  2. University of Coimbra

    Coimbra, Portugal

    3 h-index

    8 publications

    124 citations

  3. Johns Hopkins University

    Baltimore, United States

    2 h-index

    6 publications

    144 citations

  4. V.M. Glushkov Institute of Cybernetics

    Kyiv, Ukraine

    2 h-index

    2 publications

    161 citations

  5. Center for the Neural Basis of Cognition

    Pittsburgh, United States

    2 h-index

    4 publications

    280 citations

  6. Centre National de la Recherche Scientifique

    Paris, France

    2 h-index

    2 publications

    39 citations

  7. University of California San Diego

    San Diego, United States

    2 h-index

    2 publications

    207 citations

  8. University of Toronto

    Toronto, Canada

    2 h-index

    4 publications

    1.6K citations

1–8 of 91

Venues

  1. arXiv (Cornell University)

    Repository · 5 publications · 284 citations

    5

    h-index

  2. Network Computation in Neural Systems

    4 publications · 198 citations

    4

    h-index

  3. Neural Computation

    3 publications · 153 citations

    3

    h-index

  4. NeuroImage

    2 publications · 83 citations

    2

    h-index

  5. Cognitive Computation

    2 publications · 987 citations

    2

    h-index

1–5