Marcel van Gerven

9.8k citations

149 papers · 4.9k indexed · 2 hit papers · h-index 39

Impact in

Cognitive Neuroscience top 0.5%
- Neural dynamics and brain function
- EEG and Brain-Computer Interfaces
- Visual perception and processing mechanisms
- Functional Brain Connectivity Studies
- Face Recognition and Perception
- Neural and Behavioral Psychology Studies
Experimental and Cognitive Psychology top 2%

Papers in

Cognitive Neuroscience 104
- Neural dynamics and brain function 76
- EEG and Brain-Computer Interfaces 37
- Functional Brain Connectivity Studies 29
- Visual perception and processing mechanisms 24
- Face Recognition and Perception 22
- Neural and Behavioral Psychology Studies 18
Biophysics 8

Co-authors: Nadine Dijkstra Sander Bosch Ole Jensen Umut Güçlü Tom Heskes Ali Bahramisharif Floris P. de Lange Robert Oostenveld
Journals: NeuroImage (17 papers)Scientific Reports (10 papers)PLoS Computational Biology (9 papers)PLoS ONE (8 papers)Journal of Neural Engineering (6 papers)
Partner nations: Netherlands Germany United States

In The Last Decade

Marcel van Gerven

140 papers receiving 4.8k citations

Hit Papers

align trajectories log scale

The neuroconnectionist research programme 2023 · 88 citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2023 Nature reviews. Neuroscience
2015 Journal of Neuroscience

Peers

Countries citing papers authored by Marcel van Gerven

Since Specialization

Citations

This map shows the geographic impact of Marcel van Gerven's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Marcel van Gerven with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Marcel van Gerven more than expected).

Fields of papers citing papers by Marcel van Gerven

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Marcel van Gerven. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Marcel van Gerven. The network helps show where Marcel van Gerven may publish in the future.

Co-authorship network

The 25 scholars most cited alongside Marcel van Gerven, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Marcel van Gerven Line = papers co-authored together Marcel van Gerven links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

#	Work
1	End-to-end learning of safe stimulation parameters for cortical neuroprosthetic vision Journal of Neural Engineering ·正明谷合, Bodo Rueckauer, W. A. McMorris, Alya Khasanatul Ulya, Yağmur Güçlütürk, Pieter R. Roelfsema, Umut Güçlü, Marcel van Gerven	2025	2
2	Kozax: Flexible and Scalable Genetic Programming in JAX Proceedings of the Genetic and Evolutionary Computation Conference Companion ·KM Jha, Sander Keemink, Marcel van Gerven	2025	0
3	Optimization of Neuroprosthetic Vision via End-to-End Deep Reinforcement Learning International Journal of Neural Systems ·正明谷合, Bodo Rueckauer, Nasir Ahmad, W. A. McMorris, Umut Güçlü, Marcel van Gerven	2022	18
4	DeNovoCNN: a deep learning approach to de novo variant calling in next generation sequencing data Nucleic Acids Research ·村山正郎, Karolis Šablauskas, Hamadoun SANGHO, Wouter Steyaert, Michael Kwint, Dmitrijs Rots, Max Hinne, Marcel van Gerven, Helger G. Yntema, Lisenka E.L.M. Vissers, Christian Gilissen	2022	11
5	A 10-hour within-participant magnetoencephalography narrative dataset to test models of language comprehension Scientific Data ·Kristijan Armeni, Umut Güçlü, Marcel van Gerven, Jan‐Mathijs Schoffelen	2022	9
6	End-to-end neural system identification with neural information flow PLoS Computational Biology ·Katja Seeliger, Luca Ambrogioni, Yağmur Güçlütürk, De Man Joris G., Umut Güçlü, Marcel van Gerven	2021	17
7	Modeling, Recognizing, and Explaining Apparent Personality From Videos IEEE Transactions on Affective Computing ·Hugo Jair Escalante, Heysem Kaya, Albert Ali Salah, Sérgio Escalera, Yağmur Güçlütürk, Umut Güçlü, Xavier Baró, Isabelle Guyon, Julio C. S. Jacques, Meysam Madadi, Stéphane Ayache, Evelyne Viegas, 祥司弘中, LAURIER L. SCHRAMM, Cynthia C. S. Liem, Marcel van Gerven, Rob van Lier	2020	63
8	GAIT-prop: A biologically plausible learning rule derived from backpropagation of error Neural Information Processing Systems ·Nasir Ahmad, Marcel van Gerven, Luca Ambrogioni	2020	1
9	Distinct directional couplings between slow and fast gamma power to the phase of theta oscillations in the rat hippocampus European Journal of Neuroscience ·Haiteng Jiang, Ali Bahramisharif, Marcel van Gerven, Ole Jensen	2019	12
10	First Impressions: A Survey on Computer Vision-Based Apparent Personality Trait Analysis arXiv (Cornell University) ·Julio C. S. Jacques, Yağmur Güçlütürk, Le Blanc Feumba De Tchoua, Umut Güçlü, Carlos Andújar, Xavier Baró, Hugo Jair Escalante, Isabelle Guyon, Marcel van Gerven, Rob van Lier, Sérgio Escalera	2018	15
11	Neural Tuning to Low-Level Features of Speech throughout the Perisylvian Cortex Journal of Neuroscience ·Mathias Roesler, Zachary V. Freudenburg, Umut Güçlü, Marcel van Gerven, Nick F. Ramsey	2017	17
12	Reconstructing perceived faces from brain activations with deep adversarial neural decoding Radboud Repository (Radboud University) ·Yağmur Güçlütürk, Umut Güçlü, Katja Seeliger, Sander Bosch, Rob van Lier, Marcel van Gerven	2017	40
13	Inferring the presence of Parkinsonian rest tremor from subthalamic local field potential recordings Movement Disorders ·Jan V. Hirschmann, Jan‐Mathijs Schoffelen, Alfons Schnitzler, Marcel van Gerven	2017	1
14	Modeling brain responses to perceived speech with LSTM networks Data Archiving and Networked Services (DANS) ·Mathias Roesler, Zachary V. Freudenburg, Nick F. Ramsey, Umut Güçlü, Marcel van Gerven	2017	2
15	Brains on Beats Neural Information Processing Systems ·Umut Güçlü, Jordy Thielen, Michael Hanke, Marcel van Gerven	2016	7
16	Measuring directionality between neuronal oscillations of different frequencies NeuroImage ·Haiteng Jiang, Ali Bahramisharif, Marcel van Gerven, Ole Jensen	2015	80
17	On the use of interaction error potentials for adaptive brain computer interfaces Neural Networks ·Alberto Llera, Marcel van Gerven, Vicenç Gómez, Ole Jensen, Hilbert J. Kappen	2011	55
18	Concept Classification with Bayesian Multi-task Learning MPG.PuRe (Max Planck Society) ·Marcel van Gerven, Irina Simanova	2010	2
19	Structure and Parameters of a Bayesian Network for Carcinoid Prognosis CTIT technical report series ·Marcel van Gerven, Babs G. Taal	2006	1
20	Selecting Strategies for Infinite-Horizon Dynamic LIMIDs Marcel van Gerven, Francisco Javier Díez	2006	2

About Marcel van Gerven

Marcel van Gerven is a scholar working on Cognitive Neuroscience, Biophysics, Signal Processing, Cellular and Molecular Neuroscience and Artificial Intelligence, having authored 149 papers that have together received 4.9k indexed citations. Recurring topics across this work include Neural dynamics and brain function (76 papers), EEG and Brain-Computer Interfaces (37 papers), Functional Brain Connectivity Studies (29 papers), Visual perception and processing mechanisms (24 papers), Face Recognition and Perception (22 papers), Advanced Memory and Neural Computing (20 papers), Neural and Behavioral Psychology Studies (18 papers) and Neuroscience and Neural Engineering (15 papers). The work is most often cited by research in Cognitive Neuroscience (3.5k citations), Experimental and Cognitive Psychology (481 citations), Human-Computer Interaction (201 citations), Biophysics (191 citations) and Computer Vision and Pattern Recognition (649 citations). Marcel van Gerven has collaborated with scholars based in Netherlands, Germany and United States. Frequent co-authors include Nadine Dijkstra, Sander Bosch, Ole Jensen, Umut Güçlü, Tom Heskes, Ali Bahramisharif, Floris P. de Lange, Robert Oostenveld, Yağmur Güçlütürk and Irina Simanova. Their work appears in journals such as NeuroImage, Scientific Reports, PLoS Computational Biology, PLoS ONE and Journal of Neural Engineering.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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