Marcel van Gerven

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Umut GüçlüAssociate Principal Investigator, Donders Institute for Brain, Cognition and BehaviourVerified email at donders.ru.nl
Tom HeskesProfessor of Computer Science and Artificial Intelligence, Radboud University NijmegenVerified email at science.ru.nl
Ole JensenSchool of Psychology, University of BirminghamVerified email at bham.ac.uk
Yağmur GüçlütürkAssistant Professor at Radboud University, Donders Institute for Brain, Cognition and BehaviourVerified email at donders.ru.nl
Sander Erik BoschOpen Science Coordinator | ResearcherVerified email at vu.nl
Luca AmbrogioniDonder's institute of CognitionVerified email at donders.ru.nl
Ali BahramisharifAMC Amsterdam & University of AmsterdamVerified email at amc.uva.nl
Max HinneAssistant professor, Radboud University NijmegenVerified email at cs.ru.nl
Nadine DijkstraPostdoctoral researcher 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
Peter LucasUniversity of Twente, Leiden University (guest at Radboud University)Verified email at cs.ru.nl
Xavier BaróUniversitat Oberta de Catalunya (UOC)Verified email at uoc.edu
Floris de LangePrincipal Investigator at Donders Institute, Radboud University Nijmegen, NetherlandsVerified email at donders.ru.nl
Sergio EscaleraFull Professor, ICREA Academia, University of Barcelona, Computer Vision Center UAB, ELLIS FellowVerified email at maia.ub.es
Isabelle GuyonUniversité Paris-Saclay / INRIA / ChaLearnVerified email at chalearn.org
Hugo Jair EscalanteINAOEVerified email at inaoep.mx
Irina SimanovaRadboud University, Donders InstituteVerified 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 Statistical 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	597	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	404	2009
Artificial neural networks as models of neural information processing M Van Gerven, S Bohte Frontiers in Computational Neuroscience 11, 114, 2017	309	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	198	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	162	2009
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	135	2010
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	129	2008
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	124	2017
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	117	2017
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	112	2018
Iconic and multi-stroke gesture recognition D Willems, R Niels, M van Gerven, L Vuurpijl Pattern recognition 42 (12), 3303-3312, 2009	106	2009
Linear reconstruction of perceived images from human brain activity S Schoenmakers, M Barth, T Heskes, M Van Gerven NeuroImage 83, 951-961, 2013	105	2013
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	105	2011
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	100	2010
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	98	2014
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	92	2013
Brains on beats U Güçlü, J Thielen, M Hanke, M Van Gerven Advances in Neural Information Processing Systems 29, 2101-2109, 2016	88*	2016
Measuring directionality between neuronal oscillations of different frequencies H Jiang, A Bahramisharif, MAJ van Gerven, O Jensen Neuroimage 118, 359-367, 2015	88	2015
Increasingly complex representations of natural movies across the dorsal stream are shared between subjects U Güçlü, MAJ van Gerven NeuroImage 145, 329-336, 2017	86	2017
Covert attention allows for continuous control of brain–computer interfaces A Bahramisharif, M Van Gerven, T Heskes, O Jensen European Journal of Neuroscience 31 (8), 1501-1508, 2010	84	2010

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