Marcel van Gerven

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Tom HeskesProfessor of Computer Science and Artificial Intelligence, Radboud University NijmegenVerified email at science.ru.nl
Yağmur GüçlütürkAssistant Professor at Radboud University, Donders Institute for Brain, Cognition and BehaviourVerified email at donders.ru.nl
Ole JensenSchool of Psychology, University of BirminghamVerified email at bham.ac.uk
Sander Erik BoschOpen Science Coordinator | ResearcherVerified email at vu.nl
Luca AmbrogioniDonder's institute of CognitionVerified email at donders.ru.nl
Max HinneAssistant professor, Radboud University NijmegenVerified email at cs.ru.nl
Ali BahramisharifAMC Amsterdam & University of AmsterdamVerified email at amc.uva.nl
Nadine DijkstraSenior research fellow at Wellcome Centre for Human Neuroimaging, University College London, UKVerified email at ucl.ac.uk
K. SeeligerMax Planck Institute for Human Cognitive and Brain SciencesVerified email at cbs.mpg.de
Robert OostenveldAssociate PI; Donders Institute for Brain, Cognition and BehaviourVerified email at donders.ru.nl
Xavier BaróUniversitat Oberta de Catalunya (UOC)Verified email at uoc.edu
Peter LucasUniversity of Twente, Leiden University (guest at Radboud University)Verified email at cs.ru.nl
Floris de LangePrincipal Investigator at Donders Institute, Radboud University Nijmegen, NetherlandsVerified email at donders.ru.nl
Isabelle GuyonUniversité Paris-Saclay / INRIA / ChaLearnVerified email at chalearn.org
Hugo Jair EscalanteINAOEVerified email at inaoep.mx
Sergio EscaleraFull Professor, ICREA Academia, University of Barcelona, Computer Vision Center UAB, ELLIS FellowVerified email at maia.ub.es
Irina SimanovaRadboud University, Donders InstituteVerified email at donders.ru.nl
Gabriëlle RasPhD Candidate, Donders Institute for Brain, Cognition and Behaviour, Radboud University NijmegenVerified email at donders.ru.nl
Eric MarisDonders Institute, for Brain, Cognition and Behaviour. Radboud University.Verified email at donders.ru.nl
sanne schoenmakersAssistant Professor at Eindhoven University of Technology, the NetherlandsVerified email at tue.nl

Marcel van Gerven

Professor of Artificial Cognitive Systems, Donders Institute for Brain, Cognition and Behaviour

Verified email at donders.ru.nl - Homepage

Artificial Intelligence Machine Learning Computational Neuroscience


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Deep neural networks reveal a gradient in the complexity of neural representations across the ventral stream U Güçlü, MAJ van Gerven Journal of Neuroscience 35 (27), 10005-10014, 2015	666	2015
The brain–computer interface cycle M Van Gerven, J Farquhar, R Schaefer, R Vlek, J Geuze, A Nijholt, ... Journal of neural engineering 6 (4), 041001, 2009	417	2009
Artificial neural networks as models of neural information processing M Van Gerven, S Bohte Frontiers in Computational Neuroscience 11, 114, 2017	356	2017
Prior expectations bias sensory representations in visual cortex P Kok, GJ Brouwer, MAJ van Gerven, FP de Lange Journal of Neuroscience 33 (41), 16275-16284, 2013	208	2013
Attention modulations of posterior alpha as a control signal for two-dimensional brain–computer interfaces M Van Gerven, O Jensen Journal of neuroscience methods 179 (1), 78-84, 2009	165	2009
Explanation methods in deep learning: Users, values, concerns and challenges G Ras, M van Gerven, P Haselager Explainable and interpretable models in computer vision and machine learning …, 2018	145	2018
Identifying object categories from event-related EEG: toward decoding of conceptual representations I Simanova, M Van Gerven, R Oostenveld, P Hagoort PloS one 5 (12), e14465, 2010	142	2010
Vividness of visual imagery depends on the neural overlap with perception in visual areas N Dijkstra, SE Bosch, MAJ van Gerven Journal of Neuroscience 37 (5), 1367-1373, 2017	140	2017
Dynamic Bayesian networks as prognostic models for clinical patient management MAJ Van Gerven, BG Taal, PJF Lucas Journal of biomedical informatics 41 (4), 515-529, 2008	134	2008
Distinct top-down and bottom-up brain connectivity during visual perception and imagery N Dijkstra, P Zeidman, S Ondobaka, MAJ van Gerven, K Friston Scientific reports 7 (1), 1-9, 2017	129	2017
Brain-computer interfacing using modulations of alpha activity induced by covert shifts of attention MS Treder, A Bahramisharif, NM Schmidt, MAJ Van Gerven, B Blankertz Journal of neuroengineering and rehabilitation 8 (1), 1-10, 2011	110	2011
Explainable deep learning: A field guide for the uninitiated N Xie, G Ras, M van Gerven, D Doran arXiv preprint arXiv:2004.14545, 2020	109	2020
Linear reconstruction of perceived images from human brain activity S Schoenmakers, M Barth, T Heskes, M Van Gerven NeuroImage 83, 951-961, 2013	109	2013
Iconic and multi-stroke gesture recognition D Willems, R Niels, M van Gerven, L Vuurpijl Pattern recognition 42 (12), 3303-3312, 2009	109	2009
Modality-independent decoding of semantic information from the human brain I Simanova, P Hagoort, R Oostenveld, MAJ Van Gerven Cerebral cortex 24 (2), 426-434, 2014	102	2014
Efficient Bayesian multivariate fMRI analysis using a sparsifying spatio-temporal prior MAJ Van Gerven, B Cseke, FP De Lange, T Heskes NeuroImage 50 (1), 150-161, 2010	101	2010
Increasingly complex representations of natural movies across the dorsal stream are shared between subjects U Güçlü, MAJ van Gerven NeuroImage 145, 329-336, 2017	100	2017
Propagating neocortical gamma bursts are coordinated by traveling alpha waves A Bahramisharif, MAJ van Gerven, EJ Aarnoutse, MR Mercier, ... Journal of Neuroscience 33 (48), 18849-18854, 2013	99	2013
Measuring directionality between neuronal oscillations of different frequencies H Jiang, A Bahramisharif, MAJ van Gerven, O Jensen Neuroimage 118, 359-367, 2015	93	2015
Shared neural mechanisms of visual perception and imagery N Dijkstra, SE Bosch, MAJ van Gerven Trends in cognitive sciences 23 (5), 423-434, 2019	92	2019

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