Concepedia

Continuous Attractor Networks

Continuous Attractor Networks is a type of recurrent neural network model in computational neuroscience characterized by a continuous manifold of stable activity states, enabling the representation and maintenance of continuously varying variables such as spatial orientation or head direction through dynamic attractor dynamics.

73

Publications

5.4K

Citations

144

Authors

92

Institutions

Publications per year

2017–2026

29

Variants

Continuous Attractor Neural Networks

Parents

Publications

73

Path Integration and Cognitive Mapping in a Continuous Attractor Neural Network Model

Alexei V. Samsonovich, Bruce L. McNaughton · Journal of Neuroscience · 1997 · 1K citations · Full text

, , +17

Accurate Path Integration in Continuous Attractor Network Models of Grid Cells

Yoram Burak, Ila Fiete · PLoS Computational Biology · 2009 · 836 citations · Full text

, , +17

Specific evidence of low-dimensional continuous attractor dynamics in grid cells

Kijung Yoon, Michael A. Buice, Caswell Barry et al. · Nature Neuroscience · 2013 · 339 citations · Full text

, , +15

Fundamental limits on persistent activity in networks of noisy neurons

Yoram Burak, Ila Fiete · Proceedings of the National Academy of Sciences · 2012 · 162 citations · Full text

, , +16

Self-organizing continuous attractor networks and path integration: one-dimensional models of head direction cells

Simon M. Stringer, Thomas Trappenberg, Edmund T. Rolls et al. · Network Computation in Neural Systems · 2002 · 149 citations

, , +17

1–5 of 73

Authors

144

  1. ET
    Edmund T. Rolls

    University of Oxford, United Kingdom

    12 publications · 731 citations

    12

    h-index

  2. TT
    Thomas Trappenberg

    Dalhousie University, Canada

    10 publications · 658 citations

    10

    h-index

  3. SM
    Simon M. Stringer

    University of Oxford, United Kingdom

    10 publications · 674 citations

    10

    h-index

  4. SW
    Si Wu

    Beijing Normal University, China

    7 publications · 292 citations

    7

    h-index

  5. IF
    Ila Fiete

    The University of Texas at Austin, United States

    5 publications · 1.4K citations

    6

    h-index

1–5 of 144

Institutions

92

  1. University of Oxford

    Oxford, United Kingdom

    7 h-index

    20 publications

    1.1K citations

  2. Oxford Centre for Computational Neuroscience

    Oxford, United Kingdom

    7 h-index

    15 publications

    608 citations

  3. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    5 h-index

    10 publications

    532 citations

  4. Beijing Normal University

    Beijing, China

    5 h-index

    11 publications

    418 citations

  5. Sichuan University

    Chengdu, China

    4 h-index

    5 publications

    186 citations

  6. Chinese Academy of Sciences

    Beijing, China

    4 h-index

    6 publications

    245 citations

  7. Harvard University

    Cambridge, United States

    4 h-index

    4 publications

    1.1K citations

  8. Scuola Internazionale Superiore di Studi Avanzati

    Trieste, Italy

    4 h-index

    10 publications

    329 citations

1–8 of 92

Venues

  1. Neural Computation

    8 publications · 326 citations

    8

    h-index

  2. Network Computation in Neural Systems

    6 publications · 478 citations

    6

    h-index

  3. PLoS Computational Biology

    4 publications · 1K citations

    5

    h-index

  4. eLife

    4 publications · 112 citations

    4

    h-index

  5. Frontiers in Computational Neuroscience

    4 publications · 151 citations

    4

    h-index

1–5