Concepedia

Attractor Networks

Attractor Networks is a type of recurrent neural network model distinguished by its dynamical property of converging to stable states, or attractors, which represent stored memories or patterns through fixed-point, cyclic, or chaotic trajectories in state space.

784

Publications

61.8K

Citations

1.8K

Authors

784

Institutions

Publications per year

2017–2026

234

Variants

Attractor Neural Networks

Parents

Publications

784

Real-Time Computing Without Stable States: A New Framework for Neural Computation Based on Perturbations

Wolfgang Maass, Thomas Natschläger, Henry Markram · Neural Computation · 2002 · 4K citations · Full text

, , +16

Understanding normal and impaired word reading: Computational principles in quasi-regular domains.

David C. Plaut, James L. McClelland, Mark S. Seidenberg et al. · Psychological Review · 1996 · 2.7K citations

, , +17

The yeast cell-cycle network is robustly designed

Fangting Li, Tao Long, Ying Lu et al. · Proceedings of the National Academy of Sciences · 2004 · 1.1K citations · Full text

, , +16

Representation of spatial orientation by the intrinsic dynamics of the head-direction cell ensemble: a theory

Kai Zhang · Journal of Neuroscience · 1996 · 1.1K citations · Full text

, , +15

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

1–5 of 784

Authors

1.8K

  1. ET
    Edmund T. Rolls

    University of Oxford, United Kingdom

    36 publications · 2.3K citations

    28

    h-index

  2. GD
    Gustavo Deco

    Universitat Pompeu Fabra, Spain

    21 publications · 2.2K citations

    20

    h-index

  3. AL
    Anders Lansner

    KTH Royal Institute of Technology, Sweden

    21 publications · 935 citations

    16

    h-index

  4. DJ
    Daniel J. Amit

    Hebrew University of Jerusalem, Israel

    16 publications · 1.3K citations

    15

    h-index

  5. AT
    Alessandro Treves

    Scuola Internazionale Superiore di Studi Avanzati, Italy

    16 publications · 969 citations

    15

    h-index

1–5 of 1.8K

Institutions

784

  1. University of Oxford

    Oxford, United Kingdom

    23 h-index

    51 publications

    3.4K citations

  2. Howard Hughes Medical Institute

    Chevy Chase, United States

    19 h-index

    74 publications

    7.2K citations

  3. Oxford Centre for Computational Neuroscience

    Oxford, United Kingdom

    18 h-index

    29 publications

    1.6K citations

  4. Institució Catalana de Recerca i Estudis Avançats

    Barcelona, Spain

    18 h-index

    21 publications

    1.5K citations

  5. Universitat Pompeu Fabra

    Barcelona, Spain

    18 h-index

    32 publications

    2.7K citations

  6. Hebrew University of Jerusalem

    Jerusalem, Israel

    18 h-index

    39 publications

    2.7K citations

  7. KTH Royal Institute of Technology

    Stockholm, Sweden

    18 h-index

    57 publications

    2.7K citations

  8. University College London

    London, United Kingdom

    16 h-index

    38 publications

    5.6K citations

1–8 of 784

Venues

  1. Network Computation in Neural Systems

    41 publications · 2.6K citations

    27

    h-index

  2. Neural Computation

    29 publications · 5.8K citations

    24

    h-index

  3. PLoS Computational Biology

    27 publications · 2.3K citations

    22

    h-index

  4. Journal of Neuroscience

    22 publications · 5.3K citations

    20

    h-index

  5. Proceedings of the National Academy of Sciences

    PNAS · 18 publications · 4K citations

    18

    h-index

1–5