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
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
Katja SeeligerMax Planck Institute for Human Cognitive and Brain SciencesVerified email at cbs.mpg.de
Xavier BaróUniversitat de Barcelona (UB)Verified email at ub.edu
Gabriëlle RasData Scientist @ KeyGeneVerified email at keygene.com
Sergio EscaleraProf., ICREA Academy, University of Barcelona, Computer Vision Center, ELLIS & IAPR & AAIA FellowVerified email at ub.edu
Hugo Jair EscalanteINAOEVerified email at inaoep.mx
Robert OostenveldAssociate PI; Donders Institute for Brain, Cognition and BehaviourVerified 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
Julio C. S. Jacques JuniorAssistant Professor, University of BarcelonaVerified email at ub.edu
Irina SimanovaRadboud University, Donders InstituteVerified email at donders.ru.nl
Peter HagoortProfessor of Cognitive Neuroscience, Max Planck Institute for PsycholinguisticsVerified email at mpi.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


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	1067	2015
Artificial neural networks as models of neural information processing M Van Gerven, S Bohte Frontiers in Computational Neuroscience 11, 114, 2017	524	2017
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	508	2022
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	475	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	317	2018
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	305	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	293	2019
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	286	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	254	2017
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	195	2010
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	192	2009
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	186	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	169	2013
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	158	2008
Linear reconstruction of perceived images from human brain activity S Schoenmakers, M Barth, T Heskes, M Van Gerven NeuroImage 83, 951-961, 2013	156	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	140	2017
Explainable and interpretable models in computer vision and machine learning HJ Escalante, S Escalera, I Guyon, X Baró, Y Güçlütürk, U Güçlü, ... Springer International Publishing, 2018	139	2018
Convolutional neural network-based encoding and decoding of visual object recognition in space and time K Seeliger, M Fritsche, U Güçlü, S Schoenmakers, JM Schoffelen, ... NeuroImage 180, 253-266, 2018	136	2018
Modeling, recognizing, and explaining apparent personality from videos HJ Escalante, H Kaya, AA Salah, S Escalera, Y Güçlütürk, U Güçlü, ... IEEE Transactions on Affective Computing 13 (2), 894-911, 2020	134	2020
Modeling the dynamics of human brain activity with recurrent neural networks U Güçlü, MAJ Van Gerven Frontiers in computational neuroscience 11, 7, 2017	134	2017

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