World's Best Scientists 2026 revealed!
Marcel A. J. van Gerven

Marcel A. J. van Gerven

D-Index & Metrics

Computer Science

D-Index
47
Citations
8749
World Ranking
6506
National Ranking
106

Marcel A. J. van Gerven publication distribution in Computer Science in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Computer Science in 2026. The highlighted bar marks where Marcel A. J. van Gerven sits on this spectrum.

32–41 publications: 7 scientists 42–51 publications: 22 scientists 52–61 publications: 82 scientists 62–71 publications: 134 scientists 72–81 publications: 249 scientists 82–91 publications: 324 scientists 92–101 publications: 421 scientists 102–111 publications: 420 scientists 112–121 publications: 497 scientists 122–131 publications: 544 scientists 132–141 publications: 555 scientists 142–151 publications: 609 scientists 152–161 publications: 559 scientists 162–171 publications: 534 scientists 172–181 publications: 556 scientists 182–191 publications: 583 scientists 192–201 publications: 519 scientists 202–211 publications: 508 scientists 212–221 publications: 490 scientists 222–231 publications: 437 scientists 232–241 publications: 423 scientists 242–251 publications: 408 scientists 252–261 publications: 377 scientists 262–271 publications: 301 scientists 272–281 publications: 335 scientists 282–291 publications: 320 scientists 292–301 publications: 293 scientists 302–311 publications: 250 scientists 312–321 publications: 238 scientists 322–331 publications: 206 scientists 332–341 publications: 209 scientists 342–351 publications: 208 scientists 352–361 publications: 162 scientists 362–371 publications: 176 scientists 372–381 publications: 127 scientists 382–391 publications: 158 scientists 392–401 publications: 128 scientists 402–411 publications: 104 scientists 412–421 publications: 94 scientists 422–431 publications: 99 scientists 432–441 publications: 83 scientists 442–451 publications: 108 scientists 452–461 publications: 73 scientists 462–471 publications: 77 scientists 472–481 publications: 69 scientists 482–491 publications: 84 scientists 492–501 publications: 62 scientists 502–511 publications: 54 scientists 512–521 publications: 57 scientists 522–531 publications: 51 scientists 532–541 publications: 51 scientists 542–551 publications: 32 scientists 552–561 publications: 38 scientists 562–571 publications: 28 scientists 572–581 publications: 43 scientists 582–591 publications: 33 scientists 592–601 publications: 41 scientists 602–611 publications: 32 scientists 612–621 publications: 28 scientists 622–631 publications: 25 scientists 632–641 publications: 27 scientists 642–651 publications: 17 scientists 652–661 publications: 20 scientists 662–671 publications: 17 scientists 672–681 publications: 15 scientists 682–691 publications: 14 scientists 692–701 publications: 21 scientists 702–711 publications: 13 scientists 712–721 publications: 12 scientists 722–731 publications: 19 scientists 732–741 publications: 14 scientists 742–751 publications: 12 scientists 752–761 publications: 10 scientists 762–771 publications: 10 scientists 772–781 publications: 11 scientists 782–791 publications: 10 scientists 792–801 publications: 11 scientists 802–811 publications: 8 scientists 812–821 publications: 8 scientists 822–831 publications: 7 scientists 832–841 publications: 11 scientists 842–851 publications: 10 scientists 852–861 publications: 5 scientists 862–871 publications: 9 scientists 872–881 publications: 4 scientists 882–891 publications: 6 scientists 892–901 publications: 3 scientists 902–911 publications: 6 scientists 912–921 publications: 3 scientists 922–931 publications: 2 scientists 932–941 publications: 2 scientists 942–951 publications: 2 scientists 952–961 publications: 3 scientists 962–971 publications: 3 scientists 972–981 publications: 3 scientists 982–990 publications: 5 scientists 991+ publications: 100 scientists
32 publications 991+

This scientist: 173 publications — 36th percentile

36% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 991 publications or more.

Marcel A. J. van Gerven D-index placement in Computer Science in 2026

The chart shows the D-index (discipline H-index) distribution of Computer Science scientists ranked by Research.com in 2026. The highlighted bar marks where Marcel A. J. van Gerven sits on this spectrum.

30–31 D-Index: 879 scientists 32–33 D-Index: 983 scientists 34–35 D-Index: 918 scientists 36–37 D-Index: 990 scientists 38–39 D-Index: 968 scientists 40–41 D-Index: 907 scientists 42–43 D-Index: 821 scientists 44–45 D-Index: 763 scientists 46–47 D-Index: 689 scientists 48–49 D-Index: 543 scientists 50–51 D-Index: 543 scientists 52–53 D-Index: 518 scientists 54–55 D-Index: 500 scientists 56–57 D-Index: 458 scientists 58–59 D-Index: 400 scientists 60–61 D-Index: 337 scientists 62–63 D-Index: 308 scientists 64–65 D-Index: 292 scientists 66–67 D-Index: 249 scientists 68–69 D-Index: 213 scientists 70–71 D-Index: 192 scientists 72–73 D-Index: 189 scientists 74–75 D-Index: 165 scientists 76–77 D-Index: 139 scientists 78–79 D-Index: 119 scientists 80–81 D-Index: 121 scientists 82–83 D-Index: 113 scientists 84–85 D-Index: 88 scientists 86–87 D-Index: 87 scientists 88–89 D-Index: 75 scientists 90–91 D-Index: 69 scientists 92–93 D-Index: 57 scientists 94–95 D-Index: 46 scientists 96–97 D-Index: 38 scientists 98–99 D-Index: 34 scientists 100–101 D-Index: 36 scientists 102–103 D-Index: 27 scientists 104–105 D-Index: 37 scientists 106–107 D-Index: 18 scientists 108–109 D-Index: 31 scientists 110–111 D-Index: 19 scientists 112–113 D-Index: 16 scientists 114–115 D-Index: 12 scientists 116–117 D-Index: 20 scientists 118–119 D-Index: 15 scientists 120–121 D-Index: 5 scientists 122–123 D-Index: 20 scientists 124–125 D-Index: 8 scientists 126–127 D-Index: 5 scientists 128–129 D-Index: 7 scientists 130 D-Index: 3 scientists 131+ D-Index: 98 scientists
30 D-Index 131+

This scientist: 47 D-Index — 56th percentile

56% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 131 D-Index or more.

Overview

Marcel A. J. van Gerven is affiliated with Radboud University in the Netherlands. Their research spans the fields of Neuroscience and Computer Science, with a notable focus on Cognitive Neuroscience and Artificial Intelligence as prominent subfields. This interdisciplinary approach integrates elements of Electrical and Electronic Engineering, Computer Vision and Pattern Recognition, and Cellular and Molecular Neuroscience.

The core topics of their work cover a range of areas within brain function and computational methods, including:

  • Neural dynamics and brain function
  • Advanced Memory and Neural Computing
  • EEG and Brain-Computer Interfaces
  • Neuroscience and Neural Engineering
  • Functional Brain Connectivity Studies
  • Neural Networks and Applications
  • Visual perception and processing mechanisms

Van Gerven has published extensively, frequently contributing to venues such as:

  • arXiv (Cornell University)
  • bioRxiv (Cold Spring Harbor Laboratory)
  • PLoS Computational Biology
  • Frontiers in Neuroscience
  • Radboud Repository (Radboud University)

Some of their recent papers include:

  • "Explainable Deep Learning: A Field Guide for the Uninitiated," 2022, Journal of Artificial Intelligence Research
  • "The neuroconnectionist research programme," 2023, Nature Reviews. Neuroscience
  • "Explainable Deep Learning: A Field Guide for the Uninitiated," 2020, arXiv (Cornell University)
  • "Neural dynamics of perceptual inference and its reversal during imagery," 2020, eLife
  • "Modeling, Recognizing, and Explaining Apparent Personality From Videos," 2020, IEEE Transactions on Affective Computing

Van Gerven's frequent collaborators comprise a group of researchers with whom they have worked on multiple publications, including:

  • Umut Güçlü
  • Luca Ambrogioni
  • Yağmur Güçlütürk
  • Jaap de Ruyter van Steveninck
  • Max Hinne

Best Publications

  • Deep Neural Networks Reveal a Gradient in the Complexity of Neural Representations across the Ventral Stream

    Umut Güçlü;Marcel A. J. van Gerven

  • The brain-computer interface cycle

    Marcel van Gerven;Jason Farquhar;Rebecca Schaefer;Rutger Vlek

  • Explainable Deep Learning: A Field Guide for the Uninitiated

    Ning Xie;Gabrielle Ras;Marcel van Gerven;Derek Doran

  • Shared Neural Mechanisms of Visual Perception and Imagery.

    Nadine Dijkstra;Sander E. Bosch;Marcel A.J. van Gerven

  • Artificial Neural Networks as Models of Neural Information Processing

    Marcel van Gerven;Sander Bohte

  • Vividness of visual imagery depends on the neural overlap with perception in visual areas

    Nadine Dijkstra;Sander E. Bosch;Marcel A.J. van Gerven

  • Editorial: Artificial Neural Networks as Models of Neural Information Processing.

    Marcel van Gerven;Sander M. Bohté

  • Explanation methods in deep learning: Users, values, concerns and challenges

    Gabriëlle Ras;Marcel van Gerven;Pim Haselager

  • Identifying Object Categories from Event-Related EEG: Toward Decoding of Conceptual Representations

    Irina Simanova;Marcel van Gerven;Robert Oostenveld;Peter Hagoort

  • Attention modulations of posterior alpha as a control signal for two-dimensional brain-computer interfaces

    Marcel van Gerven;Ole Jensen

  • Modeling the Dynamics of Human Brain Activity with Recurrent Neural Networks.

    Umut Güçlü;Marcel A. J. van Gerven

  • Linear reconstruction of perceived images from human brain activity

    Sanne Schoenmakers;Markus Barth;Tom Heskes;Marcel van Gerven

  • Dynamic Bayesian networks as prognostic models for clinical patient management

    Marcel A. J. van Gerven;Babs G. Taal;Peter J. F. Lucas

  • Increasingly complex representations of natural movies across the dorsal stream are shared between subjects

    Umut Güçlü;Marcel A.J. van Gerven

  • Modality-Independent Decoding of Semantic Information from the Human Brain

    Irina Simanova;Peter Hagoort;Peter Hagoort;Robert Oostenveld;Marcel A. J. van Gerven

  • Measuring directionality between neuronal oscillations of different frequencies.

    Haiteng Jiang;Ali Bahramisharif;Marcel A.J. van Gerven;Ole Jensen

  • Brain-computer interfacing using modulations of alpha activity induced by covert shifts of attention

    Matthias S Treder;Ali Bahramisharif;Nico M Schmidt;Marcel A J van Gerven

  • Differential temporal dynamics during visual imagery and perception

    Nadine Dijkstra;Pim Mostert;Floris P de Lange;Sander Bosch

  • Iconic and multi-stroke gesture recognition

    Don Willems;Ralph Niels;Marcel van Gerven;Louis Vuurpijl

  • Efficient Bayesian multivariate fMRI analysis using a sparsifying spatio-temporal prior

    Marcel A.J. van Gerven;Botond Cseke;Floris P. de Lange;Tom Heskes

Frequent Co-Authors

Tom Heskes
Tom Heskes Radboud University
Ole Jensen
Ole Jensen University of Oxford
Sergio Escalera
Sergio Escalera University of Barcelona
Hugo Jair Escalante
Hugo Jair Escalante National Institute of Astrophysics, Optics and Electronics
Isabelle Guyon
Isabelle Guyon University of Paris-Saclay
Floris P. de Lange
Floris P. de Lange Radboud University
Peter J. F. Lucas
Peter J. F. Lucas University of Twente
Robert Oostenveld
Robert Oostenveld Radboud University
Marius V. Peelen
Marius V. Peelen Radboud University
Peter Hagoort
Peter Hagoort Max Planck Institute for Psycholinguistics

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