Concepedia

Representational Similarity Analysis

Representational Similarity Analysis is a computational method in cognitive neuroscience that compares the spatial patterns of neural responses across different stimuli by quantifying the similarity structure of their distributed activity representations, typically using pairwise correlation or distance metrics to relate neural data to models or behavioral measures.

376

Publications

27.3K

Citations

1.2K

Authors

472

Institutions

Publications per year

2017–2026

279

Parents

Publications

376

Representational similarity analysis – connecting the branches of systems neuroscience

Nikolaus Kriegeskorte · Frontiers in Systems Neuroscience · 2008 · 3.8K citations · Full text

, , +16

A Toolbox for Representational Similarity Analysis

Hamed Nili, Cai Wingfield, Alexander Walther et al. · PLoS Computational Biology · 2014 · 1.1K citations · Full text

, , +16

CoSMoMVPA: Multi-Modal Multivariate Pattern Analysis of Neuroimaging Data in Matlab/GNU Octave

Nikolaas N. Oosterhof, Andrew C. Connolly, James V. Haxby · Frontiers in Neuroinformatics · 2016 · 720 citations · Full text

, , +17

The Decoding Toolbox (TDT): a versatile software package for multivariate analyses of functional imaging data

Martin N. Hebart, Kai Görgen, John­–Dylan Haynes · Frontiers in Neuroinformatics · 2015 · 510 citations · Full text

, , +16

Similarity of Neural Network Representations Revisited

Simon Kornblith, Mohammad Norouzi, Honglak Lee et al. · arXiv (Cornell University) · 2019 · 432 citations · Full text

, , +16

1–5 of 376

Authors

1.2K

  1. NK
    Nikolaus Kriegeskorte

    MRC Cognition and Brain Sciences Unit, United Kingdom

    20 publications · 6.6K citations

    18

    h-index

  2. RM
    Radoslaw Martin Cichy

    Freie Universität Berlin, Germany

    12 publications · 704 citations

    11

    h-index

  3. JD
    Jörn Diedrichsen

    Western University, Canada

    9 publications · 742 citations

    9

    h-index

  4. CC
    Chuansheng Chen

    University of California, Irvine, United States

    8 publications · 299 citations

    8

    h-index

  5. DK
    Daniel Kaiser

    Freie Universität Berlin, Germany

    7 publications · 405 citations

    7

    h-index

1–5 of 1.2K

Institutions

472

  1. University of Cambridge

    Cambridge, United Kingdom

    21 h-index

    57 publications

    6.5K citations

  2. University of Trento

    Trento, Italy

    19 h-index

    44 publications

    5.4K citations

  3. MRC Cognition and Brain Sciences Unit

    Cambridge, United Kingdom

    19 h-index

    47 publications

    9.2K citations

  4. Harvard University

    Cambridge, United States

    18 h-index

    33 publications

    2.3K citations

  5. Dartmouth College

    Hanover, United States

    17 h-index

    44 publications

    5.4K citations

  6. Beijing Normal University

    Beijing, China

    17 h-index

    70 publications

    3.6K citations

  7. University College London

    London, United Kingdom

    16 h-index

    33 publications

    2.2K citations

  8. Western University

    London, Canada

    14 h-index

    30 publications

    1.4K citations

1–8 of 472

Venues

  1. Journal of Neuroscience

    59 publications · 4.6K citations

    38

    h-index

  2. NeuroImage

    44 publications · 2K citations

    26

    h-index

  3. Cerebral Cortex

    32 publications · 2K citations

    22

    h-index

  4. Scientific Reports

    17 publications · 1.1K citations

    15

    h-index

  5. Human Brain Mapping

    15 publications · 407 citations

    14

    h-index

1–5