Marcel van Gerven
Marcel van Gerven
Professor of Artificial Cognitive Systems, Donders Institute for Brain, Cognition and Behaviour
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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
5662015
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
3922009
Artificial neural networks as models of neural information processing
M Van Gerven, S Bohte
Frontiers in Computational Neuroscience 11, 114, 2017
2742017
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
1892013
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
1622009
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
1332010
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
1232008
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
1112017
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
1062017
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
1042011
Iconic and multi-stroke gesture recognition
D Willems, R Niels, M van Gerven, L Vuurpijl
Pattern recognition 42 (12), 3303-3312, 2009
1022009
Linear reconstruction of perceived images from human brain activity
S Schoenmakers, M Barth, T Heskes, M Van Gerven
NeuroImage 83, 951-961, 2013
1002013
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
972010
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
932014
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
922018
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
862010
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
832013
Measuring directionality between neuronal oscillations of different frequencies
H Jiang, A Bahramisharif, MAJ van Gerven, O Jensen
Neuroimage 118, 359-367, 2015
822015
Distinguishing between target and nontarget fixations in a visual search task using fixation-related potentials
AM Brouwer, B Reuderink, J Vincent, MAJ van Gerven, JBF van Erp
Journal of vision 13 (3), 17-17, 2013
802013
Increasingly complex representations of natural movies across the dorsal stream are shared between subjects
U Güçlü, MAJ van Gerven
NeuroImage 145, 329-336, 2017
782017
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