Concepedia

Correlation-based Plasticity

Correlation-Based Plasticity is a theoretical framework within Hebbian plasticity that posits synaptic strength changes as a function of the statistical correlation between pre- and postsynaptic neural activities, distinguishing itself from other plasticity models by emphasizing covariance-driven learning rules over temporally precise spike-order dependence.

54

Publications

4.3K

Citations

162

Authors

101

Institutions

Publications per year

2017–2026

13

Parents

Publications

54

Stable Hebbian Learning from Spike Timing-Dependent Plasticity

Mark C. W. van Rossum, Guo‐Qiang Bi, Gina G. Turrigiano · Journal of Neuroscience · 2000 · 740 citations · Full text

, , +15

The Role of Constraints in Hebbian Learning

Kenneth D. Miller, David Mackay · Neural Computation · 1994 · 477 citations

, , +17

Learning Input Correlations through Nonlinear Temporally Asymmetric Hebbian Plasticity

Robert Gütig, R. Aharonov, Stefan Rotter et al. · Journal of Neuroscience · 2003 · 414 citations · Full text

, , +17

Dependence of Cortical Plasticity on Correlated Activity of Single Neurons and on Behavioral Context

Ehud Ahissar, Eilon Vaadia, Merav Ahissar et al. · Science · 1992 · 361 citations

, , +16

Synaptic plasticity in rat hippocampal slice cultures: local "Hebbian" conjunction of pre- and postsynaptic stimulation leads to distributed synaptic enhancement.

Tobias Bonhoeffer, V Staiger, Ad Aertsen · Proceedings of the National Academy of Sciences · 1989 · 220 citations · Full text

, , +11

1–5 of 54

Authors

162

  1. SR
    Stefan Rotter

    University of Freiburg, Germany

    3 publications · 511 citations

    3

    h-index

  2. PK
    Peter König

    Osnabrück University, Germany

    2 publications · 123 citations

    2

    h-index

  3. MG
    Matthieu Gilson

    Universitat Pompeu Fabra, Spain

    2 publications · 134 citations

    2

    h-index

  4. DJ
    Daniel J. Amit

    Hebrew University of Jerusalem, Israel

    2 publications · 87 citations

    2

    h-index

  5. FW
    Florentin Wörgötter

    University of Göttingen, Germany

    2 publications · 91 citations

    2

    h-index

1–5 of 162

Institutions

101

  1. Bernstein Center for Computational Neuroscience Göttingen

    Göttingen, Germany

    3 h-index

    5 publications

    110 citations

  2. University of Freiburg

    Freiburg im Breisgau, Germany

    3 h-index

    5 publications

    973 citations

  3. Brandeis University

    Waltham, United States

    3 h-index

    5 publications

    1.6K citations

  4. The University of Melbourne

    Melbourne, Australia

    2 h-index

    6 publications

    364 citations

  5. Bionics Institute

    East Melbourne, Australia

    2 h-index

    6 publications

    278 citations

  6. University of Göttingen

    Göttingen, Germany

    2 h-index

    4 publications

    74 citations

  7. SIB Swiss Institute of Bioinformatics

    Lausanne, Switzerland

    2 h-index

    4 publications

    246 citations

  8. McGill University

    Montreal, Canada

    2 h-index

    2 publications

    33 citations

1–8 of 101

Venues

  1. Neural Computation

    6 publications · 700 citations

    6

    h-index

  2. Biological Cybernetics

    4 publications · 196 citations

    4

    h-index

  3. PLoS Computational Biology

    3 publications · 109 citations

    3

    h-index

  4. Journal of Neuroscience

    3 publications · 1.2K citations

    3

    h-index

  5. Neurocomputing

    3 publications · 68 citations

    3

    h-index

1–5