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Marcel van Gerven
Marcel van Gerven
Professor of Artificial Cognitive Systems, Donders Institute for Brain, Cognition and Behaviour
Dirección de correo verificada de donders.ru.nl - Página principal
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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
11172015
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
5612022
Artificial neural networks as models of neural information processing
M Van Gerven, S Bohte
Frontiers in Computational Neuroscience 11, 114, 2017
5352017
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
4882009
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
3352018
Shared neural mechanisms of visual perception and imagery
N Dijkstra, SE Bosch, MAJ van Gerven
Trends in cognitive sciences 23 (5), 423-434, 2019
3262019
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
3132013
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
3072017
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
2682017
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
2052018
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
2012010
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
1952009
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
1732013
Linear reconstruction of perceived images from human brain activity
S Schoenmakers, M Barth, T Heskes, M Van Gerven
NeuroImage 83, 951-961, 2013
1662013
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
1642008
The neuroconnectionist research programme
A Doerig, RP Sommers, K Seeliger, B Richards, J Ismael, GW Lindsay, ...
Nature Reviews Neuroscience 24 (7), 431-450, 2023
1512023
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
1512018
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
1492020
Increasingly complex representations of natural movies across the dorsal stream are shared between subjects
U Güçlü, MAJ van Gerven
NeuroImage 145, 329-336, 2017
1462017
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
1432018
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