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Marcel van Gerven
Marcel van Gerven
Professor of Artificial Cognitive Systems, Donders Institute for Brain, Cognition and Behaviour
Geverifieerd e-mailadres voor donders.ru.nl - Homepage
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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
9472015
Artificial neural networks as models of neural information processing
MAJ Van Gerven, SM Bohte
4832017
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
4642009
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
3752022
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
2802013
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
2702018
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
2362017
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
2122017
Shared neural mechanisms of visual perception and imagery
N Dijkstra, SE Bosch, MAJ van Gerven
Trends in cognitive sciences 23 (5), 423-434, 2019
2112019
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
1822009
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
1752010
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
1512008
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
1502018
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
1482013
Linear reconstruction of perceived images from human brain activity
S Schoenmakers, M Barth, T Heskes, M Van Gerven
NeuroImage 83, 951-961, 2013
1312013
Increasingly complex representations of natural movies across the dorsal stream are shared between subjects
U Güçlü, MAJ van Gerven
NeuroImage 145, 329-336, 2017
1302017
Modeling the dynamics of human brain activity with recurrent neural networks
U Güçlü, MAJ Van Gerven
Frontiers in computational neuroscience 11, 7, 2017
1232017
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
1232011
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
1222014
Iconic and multi-stroke gesture recognition
D Willems, R Niels, M van Gerven, L Vuurpijl
Pattern recognition 42 (12), 3303-3312, 2009
1132009
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Artikelen 1–20