Umut Güçlü
Umut Güçlü
Assistant Professor, Radboud University, Donders Institute for Brain, Cognition and Behaviour
Dirección de correo verificada de donders.ru.nl - Página principal
Título
Citado por
Citado por
Año
Deep neural networks reveal a gradient in the complexity of neural representations across the ventral stream
U Güçlü, M van Gerven
The Journal of Neuroscience 35 (27), 10005-10014, 2015
5222015
Explainable and interpretable models in computer vision and machine learning
H Escalante, S Escalera, I Guyon, X Baró, Y Güçlütürk, U Güçlü, ...
Springer, 2018
200*2018
Increasingly complex representations of natural movies across the dorsal stream are shared between subjects
U Güçlü, M van Gerven
NeuroImage 145 (Part B), 329-336, 2015
722015
Modeling the dynamics of human brain activity with recurrent neural networks
U Güçlü, M van Gerven
Frontiers in Computational Neuroscience 11, 7, 2017
642017
Convolutional neural network-based encoding and decoding of visual object recognition in space and time
K Seeliger, M Fritsche, U Güçlü, S Schoenmakers, J Schoffelen, S Bosch, ...
NeuroImage 180 (Part A), 253-266, 2017
59*2017
Brains on beats
U Güçlü, J Thielen, M Hanke, M van Gerven
Neural Information Processing Systems, 2016
562016
Convolutional sketch inversion
Y Güçlütürk, U Güçlü, R van Lier, M van Gerven
European Conference on Computer Vision Workshops, 2016
502016
Unsupervised feature learning improves prediction of human brain activity in response to natural images
U Güçlü, M van Gerven
PLOS Computational Biology 10 (8), e1003724, 2014
482014
Generative adversarial networks for reconstructing natural images from brain activity
K Seeliger, U Güçlü, L Ambrogioni, Y Güçlütürk, M van Gerven
NeuroImage 181, 775-785, 2018
452018
Deep impression: Audiovisual deep residual networks for multimodal apparent personality trait recognition
Y Güçlütürk, U Güçlü, M van Gerven, R van Lier
European Conference on Computer Vision Workshops, 2016
452016
Reconstructing perceived faces from brain activations with deep adversarial neural decoding
Y Güçlütürk, U Güçlü, K Seeliger, S Bosch, R van Lier, M van Gerven
Neural Information Processing Systems, 2017
38*2017
Modeling, recognizing, and explaining apparent personality from videos
H Escalante, H Kaya, A Salah, S Escalera, Y Güçlütürk, U Güçlü, X Baró, ...
IEEE Transactions on Affective Computing, 2020
32*2020
Evaluation of fractal dimension estimation methods for feature extraction in motor imagery based brain computer interface
U Güçlü, Y Güçlütürk, CK Loo
Procedia Computer Science 3, 589-594, 2011
292011
First impressions: A survey on vision-based apparent personality trait analysis
J Jacques Junior, Y Güçlütürk, M Pérez, U Güçlü, C Andujar, X Baró, ...
IEEE Transactions on Affective Computing, 2019
27*2019
Gaussian mixture models and semantic gating improve reconstructions from human brain activity
S Schoenmakers, U Güçlü, M van Gerven, T Heskes
Frontiers in Computational Neuroscience 8, 173, 2015
252015
Multimodal first impression analysis with deep residual networks
Y Güçlütürk, U Güçlü, X Baró, H Escalante, I Guyon, S Escalera, ...
IEEE Transactions on Affective Computing 9 (3), 316-329, 2017
242017
Design of an explainable machine learning challenge for video interviews
H Escalante, I Guyon, S Escalera, J Jacques Junior, M Madadi, X Baró, ...
International Joint Conference on Neural Networks, 2017
222017
Inpainting and Denoising Challenges
S Escalera, S Ayache, J Wan, M Madadi, U Güçlü, X Baró
Springer, 2019
21*2019
Wasserstein variational inference
L Ambrogioni, U Güçlü, Y Güçlütürk, M Hinne, M van Gerven, E Maris
Neural Information Processing Systems, 2018
212018
Neural tuning to low-level features of speech throughout the perisylvian cortex
J Berezutskaya, Z Freudenburg, U Güçlü, M van Gerven, N Ramsey
The Journal of Neuroscience 37 (33), 7906-7920, 2017
192017
El sistema no puede realizar la operación en estos momentos. Inténtalo de nuevo más tarde.
Artículos 1–20