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 | 1048 | 2015 |
Artificial neural networks as models of neural information processing M Van Gerven, S Bohte Frontiers in computational neuroscience 11, 114, 2017 | 518 | 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 | 481 | 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 | 459 | 2022 |
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 | 301 | 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 | 296 | 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 | 268 | 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 | 268 | 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 | 236 | 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 | 190 | 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 | 189 | 2010 |
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 | 182 | 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 | 165 | 2013 |
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 |
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 | 155 | 2008 |
Increasingly complex representations of natural movies across the dorsal stream are shared between subjects U Güçlü, MAJ van Gerven NeuroImage 145, 329-336, 2017 | 138 | 2017 |
Modeling the dynamics of human brain activity with recurrent neural networks U Güçlü, MAJ Van Gerven Frontiers in computational neuroscience 11, 7, 2017 | 135 | 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 | 130 | 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 | 128 | 2018 |
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 | 128 | 2014 |