Concepedia

Representational Geometry

Representational Geometry is a theoretical framework in computational neuroscience that characterizes the geometric structure of activity patterns in neural populations, distinguishing itself by formalizing how stimulus representations are organized in high-dimensional neural state spaces according to their informational and functional relationships.

89

Publications

8.3K

Citations

276

Authors

144

Institutions

Publications per year

2017–2026

54

Parents

Publications

89

Deep Supervised, but Not Unsupervised, Models May Explain IT Cortical Representation

Seyed‐Mahdi Khaligh‐Razavi, Nikolaus Kriegeskorte · PLoS Computational Biology · 2014 · 1.4K citations · Full text

, , +17

Representation of Geometric Borders in the Entorhinal Cortex

Trygve Solstad, Emilio Kropff, May‐Britt Moser et al. · Science · 2008 · 1.2K citations

, , +15

A Common, High-Dimensional Model of the Representational Space in Human Ventral Temporal Cortex

James V. Haxby, J. Swaroop Guntupalli, Andrew C. Connolly et al. · Neuron · 2011 · 722 citations · Full text

, , +16

Representational models: A common framework for understanding encoding, pattern-component, and representational-similarity analysis

Jörn Diedrichsen, Nikolaus Kriegeskorte · PLoS Computational Biology · 2017 · 357 citations · Full text

, , +16

Geometrical representations for MCDA

Bertrand Mareschal, Jean‐Pierre Brans · European Journal of Operational Research · 1988 · 299 citations

, , +8

1–5 of 89

Authors

276

  1. NK
    Nikolaus Kriegeskorte

    MRC Cognition and Brain Sciences Unit, United Kingdom

    8 publications · 2K citations

    8

    h-index

  2. SF
    Stefano Fusi

    Columbia University, United States

    8 publications · 425 citations

    8

    h-index

  3. JD
    Jörn Diedrichsen

    Western University, Canada

    5 publications · 462 citations

    5

    h-index

  4. UR
    Ueli Rutishauser

    Cedars-Sinai Medical Center, United States

    5 publications · 280 citations

    5

    h-index

  5. AC
    Andrew C. Connolly

    Dartmouth College, United States

    4 publications · 1.1K citations

    4

    h-index

1–5 of 276

Institutions

144

  1. Columbia University

    New York, United States

    13 h-index

    41 publications

    2.1K citations

  2. MRC Cognition and Brain Sciences Unit

    Cambridge, United Kingdom

    8 h-index

    18 publications

    3.8K citations

  3. Dartmouth College

    Hanover, United States

    6 h-index

    32 publications

    6.5K citations

  4. New York University

    New York, United States

    5 h-index

    10 publications

    775 citations

  5. Western University

    London, Canada

    5 h-index

    10 publications

    559 citations

  6. University of Trento

    Trento, Italy

    5 h-index

    7 publications

    1.4K citations

  7. Cedars-Sinai Medical Center

    Los Angeles, United States

    5 h-index

    23 publications

    1.4K citations

  8. Massachusetts Institute of Technology

    Cambridge, United States

    5 h-index

    5 publications

    361 citations

1–8 of 144

Venues

  1. bioRxiv (Cold Spring Harbor Laboratory)

    Repository · 14 publications · 304 citations

    12

    h-index

  2. NeuroImage

    4 publications · 180 citations

    4

    h-index

  3. Nature Communications

    4 publications · 318 citations

    4

    h-index

  4. Cerebral Cortex

    3 publications · 408 citations

    3

    h-index

  5. Science

    3 publications · 1.6K citations

    3

    h-index

1–5