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
Luca AmbrogioniDonder's institute of CognitionVerified email at donders.ru.nl
Sander Erik BoschOpen Science Coordinator | ResearcherVerified email at vu.nl
Ole JensenSchool of Psychology, University of BirminghamVerified email at bham.ac.uk
Max HinneAssistant professor, Radboud University NijmegenVerified email at donders.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
Katja 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
Sergio EscaleraProf., ICREA Academy, University of Barcelona, Computer Vision Center, ELLIS & IAPR & AAIA FellowVerified email at maia.ub.es
Isabelle GuyonUniversité Paris-Saclay / INRIA / ChaLearnVerified email at chalearn.org
Hugo Jair EscalanteINAOEVerified email at inaoep.mx
Gabriëlle RasPhD Candidate, Donders Institute for Brain, Cognition and Behaviour, Radboud University NijmegenVerified email at donders.ru.nl
Floris de LangePrincipal Investigator at Donders Institute, Radboud University Nijmegen, NetherlandsVerified email at donders.ru.nl
Peter LucasThe Bayesian Institute; University of Twente; guest at Radboud UniversityVerified email at cs.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	783	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	443	2009
Artificial neural networks as models of neural information processing M Van Gerven, S Bohte Frontiers in Computational Neuroscience 11, 114, 2017	427	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	245	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	211	2018
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	176	2017
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	169	2009
Explainable deep learning: A field guide for the uninitiated N Xie, G Ras, M van Gerven, D Doran	168	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	157	2010
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	155	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	141	2008
Shared neural mechanisms of visual perception and imagery N Dijkstra, SE Bosch, MAJ van Gerven Trends in cognitive sciences 23 (5), 423-434, 2019	133	2019
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	128	2013
Increasingly complex representations of natural movies across the dorsal stream are shared between subjects U Güçlü, MAJ van Gerven NeuroImage 145, 329-336, 2017	115	2017
Linear reconstruction of perceived images from human brain activity S Schoenmakers, M Barth, T Heskes, M Van Gerven NeuroImage 83, 951-961, 2013	115	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	115	2011
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	113	2014
Iconic and multi-stroke gesture recognition D Willems, R Niels, M van Gerven, L Vuurpijl Pattern recognition 42 (12), 3303-3312, 2009	111	2009
Modeling the dynamics of human brain activity with recurrent neural networks U Güçlü, MAJ Van Gerven Frontiers in computational neuroscience 11, 7, 2017	109	2017
Generative adversarial networks for reconstructing natural images from brain activity K Seeliger, U Güçlü, L Ambrogioni, Y Güçlütürk, MAJ van Gerven NeuroImage 181, 775-785, 2018	108	2018

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