Concepedia

Random Network Models

Random Network Models is a class of computational neural network models in which synaptic connections between neurons are established probabilistically according to specified statistical rules, distinguishing it from structured or biologically constrained network architectures by its emphasis on randomness and emergent dynamical properties.

682

Publications

50.1K

Citations

1.5K

Authors

729

Institutions

Publications per year

2017–2026

122

Parents

Publications

682

A simple model of global cascades on random networks

Duncan J. Watts · Proceedings of the National Academy of Sciences · 2002 · 2.7K citations

, , +16

Highly Nonrandom Features of Synaptic Connectivity in Local Cortical Circuits

Sen Song, P. Jesper Sjöström, Markus Reigl et al. · PLoS Biology · 2005 · 1.6K citations · Full text

, , +16

Continuous deformations in random networks

M. F. Thorpe · Journal of Non-Crystalline Solids · 1983 · 1.4K citations

, , +14

The structure of vitreous silica

R. L. Mozzi, Β. E. Warren · Journal of Applied Crystallography · 1969 · 1.4K citations

, , +14

Connectivity of Growing Random Networks

P. L. Krapivsky, S. Redner, F. Leyvraz · Physical Review Letters · 2000 · 1.2K citations · Full text

, , +16

1–5 of 682

Authors

1.5K

  1. EG
    Erol Gelenbe

    Imperial College London, United Kingdom

    16 publications · 1.8K citations

    12

    h-index

  2. SK
    Stuart Kauffman

    Institute for Systems Biology, United States

    9 publications · 1.6K citations

    9

    h-index

  3. MG
    Mark G. Sceats

    The University of Sydney, Australia

    8 publications · 554 citations

    8

    h-index

  4. CG
    Carlos Gershenson

    Universidad Nacional Autónoma de México, Mexico

    6 publications · 334 citations

    6

    h-index

  5. BL
    Bartolo Luque

    Universidad Politécnica de Madrid, Spain

    6 publications · 186 citations

    6

    h-index

1–5 of 1.5K

Institutions

729

  1. University of Chicago

    Chicago, United States

    14 h-index

    22 publications

    2.1K citations

  2. Stanford University

    Stanford, United States

    13 h-index

    22 publications

    2.9K citations

  3. University of Cambridge

    Cambridge, United Kingdom

    13 h-index

    25 publications

    3.3K citations

  4. Centre National de la Recherche Scientifique

    Paris, France

    11 h-index

    16 publications

    1.9K citations

  5. Technische Universität Darmstadt

    Darmstadt, Germany

    10 h-index

    20 publications

    715 citations

  6. Université Paris Cité

    Paris, France

    10 h-index

    11 publications

    1.6K citations

  7. Imperial College London

    London, United Kingdom

    10 h-index

    19 publications

    693 citations

  8. Massachusetts Institute of Technology

    Cambridge, United States

    9 h-index

    17 publications

    700 citations

1–8 of 729

Venues

  1. Physical Review Letters

    PRL · 28 publications · 4.6K citations

    24

    h-index

  2. Physical Review E

    PRE · 35 publications · 1.7K citations

    22

    h-index

  3. Physical review. B, Condensed matter

    PRB · 25 publications · 1.8K citations

    18

    h-index

  4. The Journal of Chemical Physics

    15 publications · 884 citations

    15

    h-index

  5. Journal of Non-Crystalline Solids

    16 publications · 2.2K citations

    15

    h-index

1–5