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
Xavier BaróUniversitat Oberta de Catalunya (UOC)Verified email at uoc.edu
Robert OostenveldAssociate PI; Donders Institute for Brain, Cognition and BehaviourVerified email at donders.ru.nl
Isabelle GuyonUniversité Paris-Saclay / INRIA / ChaLearnVerified email at chalearn.org
Sergio EscaleraFull Professor, ICREA Academia, University of Barcelona, Computer Vision Center UAB, ELLIS FellowVerified email at maia.ub.es
Hugo Jair EscalanteINAOEVerified email at inaoep.mx
Floris de LangePrincipal Investigator at Donders Institute, Radboud University Nijmegen, NetherlandsVerified email at donders.ru.nl
Peter Lucasguest at Radboud UniversityVerified email at cs.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
Irina SimanovaRadboud University, Donders InstituteVerified email at donders.ru.nl
Peter HagoortProfessor of Cognitive Neuroscience, Max Planck Institute for PsycholinguisticsVerified email at mpi.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	716	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	429	2009
Artificial neural networks as models of neural information processing M Van Gerven, S Bohte Frontiers in Computational Neuroscience 11, 114, 2017	399	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	234	2013
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	177	2018
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	167	2009
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	152	2017
Explainable deep learning: A field guide for the uninitiated N Xie, G Ras, M van Gerven, D Doran	149	2020
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	148	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	139	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	137	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	118	2013
Shared neural mechanisms of visual perception and imagery N Dijkstra, SE Bosch, MAJ van Gerven Trends in cognitive sciences 23 (5), 423-434, 2019	112	2019
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	111	2011
Linear reconstruction of perceived images from human brain activity S Schoenmakers, M Barth, T Heskes, M Van Gerven NeuroImage 83, 951-961, 2013	110	2013
Iconic and multi-stroke gesture recognition D Willems, R Niels, M van Gerven, L Vuurpijl Pattern recognition 42 (12), 3303-3312, 2009	110	2009
Increasingly complex representations of natural movies across the dorsal stream are shared between subjects U Güçlü, MAJ van Gerven NeuroImage 145, 329-336, 2017	107	2017
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	105	2014
Measuring directionality between neuronal oscillations of different frequencies H Jiang, A Bahramisharif, MAJ van Gerven, O Jensen Neuroimage 118, 359-367, 2015	101	2015
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	99	2010

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