Concepedia

Neural Mass Models

Neural Mass Models is a type of mathematical framework in computational neuroscience that models the average electrical activity of large populations of neurons by describing their collective dynamics through mean-field approximations, distinguishing it from single-neuron or detailed network models by focusing on macroscopic, population-level behavior.

220

Publications

12.8K

Citations

712

Authors

380

Institutions

Publications per year

2017–2026

103

Parents

Publications

220

A neural mass model for MEG/EEG:

Olivier David, Karl Friston · NeuroImage · 2003 · 729 citations

, , +10

TUTORIAL ON NEUROBIOLOGY: FROM SINGLE NEURONS TO BRAIN CHAOS

Walter J. Freeman · International Journal of Bifurcation and Chaos · 1992 · 493 citations

, , +17

Mathematical framework for large-scale brain network modeling in The Virtual Brain

Paula Sanz‐Leon, S. A. Knock, Andreas Spiegler et al. · NeuroImage · 2015 · 393 citations · Full text

, , +17

Dynamical consequences of lesions in cortical networks

Christopher J. Honey, Olaf Sporns · Human Brain Mapping · 2008 · 369 citations · Full text

, , +17

Evaluation of different measures of functional connectivity using a neural mass model

Olivier David, Diego Cosmelli, Karl Friston · NeuroImage · 2003 · 339 citations

, , +16

1–5 of 220

Authors

712

  1. KF
    Karl Friston

    University College London, United Kingdom

    24 publications · 3.3K citations

    22

    h-index

  2. MU
    Mauro Ursino

    University of Bologna, Italy

    13 publications · 661 citations

    12

    h-index

  3. VJ
    Viktor Jirsa

    Institut de Neurosciences des Systèmes, France

    12 publications · 984 citations

    12

    h-index

  4. DR
    Dean R. Freestone

    The University of Melbourne, Australia

    8 publications · 306 citations

    8

    h-index

  5. DA
    Dimitris A. Pinotsis

    Wellcome Centre for Human Neuroimaging, United Kingdom

    8 publications · 669 citations

    8

    h-index

1–5 of 712

Institutions

380

  1. University College London

    London, United Kingdom

    24 h-index

    99 publications

    10.9K citations

  2. Wellcome Centre for Human Neuroimaging

    London, United Kingdom

    23 h-index

    85 publications

    11K citations

  3. Inserm

    Paris, France

    19 h-index

    90 publications

    6.8K citations

  4. National Hospital for Neurology and Neurosurgery

    London, United Kingdom

    19 h-index

    65 publications

    7.2K citations

  5. Centre National de la Recherche Scientifique

    Paris, France

    15 h-index

    30 publications

    2.1K citations

  6. Aix-Marseille Université

    Marseille, France

    14 h-index

    36 publications

    3.3K citations

  7. Institut de Neurosciences des Systèmes

    Marseille, France

    13 h-index

    41 publications

    3.3K citations

  8. University of Bologna

    Bologna, Italy

    12 h-index

    34 publications

    1.8K citations

1–8 of 380

Venues

  1. NeuroImage

    41 publications · 4.4K citations

    32

    h-index

  2. PLoS Computational Biology

    21 publications · 1.2K citations

    18

    h-index

  3. Frontiers in Computational Neuroscience

    17 publications · 987 citations

    14

    h-index

  4. PLoS ONE

    6 publications · 167 citations

    6

    h-index

  5. 6

    h-index

1–5