Marcel van Gerven

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Yağmur GüçlütürkAssistant Professor at Radboud University, 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
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
Nadine DijkstraSenior research fellow at Wellcome Centre for Human Neuroimaging, University College London, UKVerified email at ucl.ac.uk
Ali BahramisharifAMC Amsterdam & University of AmsterdamVerified email at amc.uva.nl
K. SeeligerMax Planck Institute for Human Cognitive and Brain SciencesVerified email at cbs.mpg.de
Sergio EscaleraProf., ICREA Academy, University of Barcelona, Computer Vision Center, ELLIS & IAPR & AAIA FellowVerified email at ub.edu
Xavier BaróUniversitat Oberta de Catalunya (UOC)Verified email at uoc.edu
Hugo Jair EscalanteINAOEVerified email at inaoep.mx
Robert OostenveldAssociate PI; Donders Institute for Brain, Cognition and BehaviourVerified email at donders.ru.nl
Gabriëlle RasData Scientist @ KeyGeneVerified email at keygene.com
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
Julio C. S. Jacques JuniorAssistant Professor, University of BarcelonaVerified email at ub.edu

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


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
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	947	2015
Artificial neural networks as models of neural information processing MAJ Van Gerven, SM Bohte	480	2017
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	463	2009
Explainable deep learning: A field guide for the uninitiated G Ras, N Xie, M Van Gerven, D Doran Journal of Artificial Intelligence Research 73, 329-396, 2022	371	2022
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	280	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	270	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	235	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), 5677, 2017	211	2017
Shared neural mechanisms of visual perception and imagery N Dijkstra, SE Bosch, MAJ van Gerven Trends in cognitive sciences 23 (5), 423-434, 2019	210	2019
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	182	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	175	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	151	2008
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	150	2018
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	147	2013
Linear reconstruction of perceived images from human brain activity S Schoenmakers, M Barth, T Heskes, M Van Gerven NeuroImage 83, 951-961, 2013	131	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	130	2017
Modeling the dynamics of human brain activity with recurrent neural networks U Güçlü, MAJ Van Gerven Frontiers in computational neuroscience 11, 7, 2017	123	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	123	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	122	2014
Iconic and multi-stroke gesture recognition D Willems, R Niels, M van Gerven, L Vuurpijl Pattern recognition 42 (12), 3303-3312, 2009	113	2009

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