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Umut Güçlü · SciRah

Researcher profile · Semantic Scholar

Umut Güçlü

Radboud University
Donders Institute for Brain, Cognition and Behaviour

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Umut Güçlü — researcher profile on SciRah

ORCID iD 0000-0003-4753-159XHomepage

h-index: 28
Works: 89
Citations: 3,474

Most-cited papers

Deep Neural Networks Reveal a Gradient in the Complexity of Neural Representations across the Ventral Stream
Umut Güçlü, M. V. van Gerven
2014Journal of Neuroscience1,025 citations Open access
Semantic Scholar
Generative adversarial networks for reconstructing natural images from brain activity
K. Seeliger, Umut Güçlü, L. Ambrogioni, Yağmur Güçlütürk +1 more
2017bioRxiv192 citations Open access
Semantic Scholar
Increasingly complex representations of natural movies across the dorsal stream are shared between subjects
Umut Güçlü, M. V. van Gerven
2017NeuroImage136 citations Open access
Semantic Scholar
Modeling the Dynamics of Human Brain Activity with Recurrent Neural Networks
Umut Güçlü, M. V. van Gerven
2016Frontiers in Computational Neuroscience123 citations Open access
Semantic Scholar
Explainable and Interpretable Models in Computer Vision and Machine Learning
Hugo Jair Escalante, Sergio Escalera, Isabelle M Guyon, X. Baró +3 more
2017The Springer Series on Challenges in Machine Learning119 citations Open access
Semantic Scholar
Convolutional neural network‐based encoding and decoding of visual object recognition in space and time
K. Seeliger, M. Fritsche, Umut Güçlü, S. Schoenmakers +3 more
2017NeuroImage115 citations Open access
Semantic Scholar
Deep Impression: Audiovisual Deep Residual Networks for Multimodal Apparent Personality Trait Recognition
Yağmur Güçlütürk, Umut Güçlü, M. V. van Gerven, R. van Lier
2016ECCV Workshops112 citations Open access
Semantic Scholar
First Impressions: A Survey on Vision-Based Apparent Personality Trait Analysis
J. C. S. J. Júnior, Yağmur Güçlütürk, Yaugmur Guccluturk, Marco A. P'erez +8 more
2018IEEE Transactions on Affective Computing92 citations Open access
Semantic Scholar
Modeling, Recognizing, and Explaining Apparent Personality From Videos
Hugo Jair Escalante, H. Kaya, A. A. Salah, Sergio Escalera +13 more
2020IEEE Transactions on Affective Computing91 citations Open access
Semantic Scholar
Reconstructing perceived faces from brain activations with deep adversarial neural decoding
Yağmur Güçlütürk, Umut Güçlü, K. Seeliger, Sander Erik Bosch +2 more
2017Neural Information Processing Systems72 citations
Semantic Scholar
Multimodal First Impression Analysis with Deep Residual Networks
Yağmur Güçlütürk, Umut Güçlü, X. Baró, Hugo Jair Escalante +4 more
2018IEEE Transactions on Affective Computing67 citations Open access
Semantic Scholar
Convolutional Sketch Inversion
Yağmur Güçlütürk, Umut Güçlü, R. van Lier, M. V. van Gerven
2016ECCV Workshops67 citations Open access
Semantic Scholar
Explaining First Impressions: Modeling, Recognizing, and Explaining Apparent Personality from Videos
Hugo Jair Escalante, H. Kaya, A. A. Salah, Sergio Escalera +13 more
2018arXiv.org65 citations
Semantic Scholar
Design of an explainable machine learning challenge for video interviews
Hugo Jair Escalante, Isabelle M Guyon, Sergio Escalera, Julio C. S. Jacques Junior +8 more
2017IEEE International Joint Conference on Neural Network65 citations Open access
Semantic Scholar
Brains on Beats
Umut Güçlü, J. Thielen, Michael Hanke, M. V. van Gerven
2016Neural Information Processing Systems63 citations
Semantic Scholar
End-to-end optimization of prosthetic vision
Jaap de Ruyter van Steveninck, Umut Güçlü, R. V. van Wezel, M. V. van Gerven
2020bioRxiv59 citations Open access
Semantic Scholar
A partially nested cortical hierarchy of neural states underlies event segmentation in the human brain
L. Geerligs, Dora Gözükara, Djamari Oetringer, K. Campbell +2 more
2021bioRxiv57 citations Open access
Semantic Scholar
Dimensions underlying the representational alignment of deep neural networks with humans
Florian P. Mahner, Lukas Muttenthaler, Umut Güçlü, M. Hebart
2024Nature Machine Intelligence55 citations Open access
Semantic Scholar
Unsupervised Feature Learning Improves Prediction of Human Brain Activity in Response to Natural Images
Umut Güçlü, M. V. van Gerven
2014PLoS Comput. Biol.55 citations Open access
Semantic Scholar
The Kernel Mixture Network: A Nonparametric Method for Conditional Density Estimation of Continuous Random Variables
L. Ambrogioni, Umut Güçlü, M. V. van Gerven, E. Maris
201754 citations
Semantic Scholar
Detecting neural state transitions underlying event segmentation
L. Geerligs, M. V. van Gerven, Umut Güçlü
2020bioRxiv50 citations Open access
Semantic Scholar
End-to-end neural system identification with neural information flow
K. Seeliger, L. Ambrogioni, Yağmur Güçlütürk, L. M. van den Bulk +2 more
2019bioRxiv45 citations Open access
Semantic Scholar
Hyperrealistic neural decoding for reconstructing faces from fMRI activations via the GAN latent space
Thirza Dado, Yağmur Güçlütürk, L. Ambrogioni, Gabrielle Ras +3 more
2022Scientific Reports42 citations Open access
Semantic Scholar
A 10-hour within-participant magnetoencephalography narrative dataset to test models of language comprehension
K. Armeni, Umut Güçlü, M. V. van Gerven, J. Schoffelen
2022Scientific Data40 citations Open access
Semantic Scholar
Evaluation of fractal dimension estimation methods for feature extraction in motor imagery based brain computer interface
Umut Güçlü, Yağmur Güçlütürk, C. Loo
2011World Conference on Information Technology40 citations Open access
Semantic Scholar
First Impressions: A Survey on Computer Vision-Based Apparent Personality Trait Analysis
Julio C. S. Jacques Junior, Yağmur Güçlütürk, Marc Pérez, Umut Güçlü +7 more
2018arXiv.org39 citations
Semantic Scholar
Neural Tuning to Low-Level Features of Speech throughout the Perisylvian Cortex
J. Berezutskaya, Z. Freudenburg, Umut Güçlü, M. V. van Gerven +1 more
2017Journal of Neuroscience31 citations Open access
Semantic Scholar
Towards biologically plausible phosphene simulation for the differentiable optimization of visual cortical prostheses
M. van der Grinten, Jaap de Ruyter van Steveninck, Antonio Lozano, L. Pijnacker +6 more
2024eLife30 citations Open access
Semantic Scholar
Real-world indoor mobility with simulated prosthetic vision: The benefits and feasibility of contour-based scene simplification at different phosphene resolutions
Jaap de Ruyter van Steveninck, Tom van Gestel, Paula Koenders, Guus van der Ham +5 more
2022Journal of Vision26 citations Open access
Semantic Scholar
A large single-participant fMRI dataset for probing brain responses to naturalistic stimuli in space and time
K. Seeliger, R. Sommers, Umut Güçlü, Sander Erik Bosch +1 more
2019bioRxiv26 citations Open access
Semantic Scholar
Representations of naturalistic stimulus complexity in early and associative visual and auditory cortices
Yağmur Güçlütürk, Umut Güçlü, M. V. van Gerven, R. van Lier
2018Scientific Reports26 citations Open access
Semantic Scholar
Gaussian mixture models and semantic gating improve reconstructions from human brain activity
S. Schoenmakers, Umut Güçlü, M. V. van Gerven, T. Heskes
2015Frontiers in Computational Neuroscience26 citations Open access
Semantic Scholar
Forward Amortized Inference for Likelihood-Free Variational Marginalization
L. Ambrogioni, Umut Güçlü, J. Berezutskaya, Eva W. P. van den Borne +4 more
2018International Conference on Artificial Intelligence and Statistics24 citations
Semantic Scholar
Visualizing Apparent Personality Analysis with Deep Residual Networks
Yağmur Güçlütürk, Sergio Escalera, M. V. van Gerven, R. van Lier +8 more
20172017 IEEE International Conference on Computer Vision Workshops (ICCVW)21 citations Open access
Semantic Scholar
Semantic vector space models predict neural responses to complex visual stimuli
Umut Güçlü, M. V. van Gerven
201521 citations
Semantic Scholar
Optimization of Neuroprosthetic Vision via End-to-end Deep Reinforcement Learning
Burcu Küçükoğlu, Bodo Rueckauer, Nasir Ahmad, Jaap de Ruyter van Steveninck +2 more
2022bioRxiv19 citations Open access
Semantic Scholar
End-to-end semantic face segmentation with conditional random fields as convolutional, recurrent and adversarial networks
Umut Güçlü, Yağmur Güçlütürk, M. Madadi, Sergio Escalera +4 more
2017arXiv.org19 citations
Semantic Scholar
Brain2Pix: Fully convolutional naturalistic video frame reconstruction from brain activity
Lynn Le, L. Ambrogioni, K. Seeliger, Yağmur Güçlütürk +2 more
2022Frontiers in Neuroscience18 citations Open access
Semantic Scholar
Brain2Pix: Fully convolutional naturalistic video reconstruction from brain activity
Lynn Le, L. Ambrogioni, K. Seeliger, Yağmur Güçlütürk +2 more
2021bioRxiv18 citations Open access
Semantic Scholar
Brain2GAN: Feature-disentangled neural encoding and decoding of visual perception in the primate brain
Thirza Dado, Paolo Papale, Antonio Lozano, Lynn Le +5 more
2024bioRxiv17 citations Open access
Semantic Scholar
Brain-optimized extraction of complex sound features that drive continuous auditory perception
J. Berezutskaya, Z. Freudenburg, Umut Güçlü, M. V. van Gerven +1 more
2020PLoS Comput. Biol.15 citations Open access
Semantic Scholar
Cortical network responses map onto data-driven features that capture visual semantics of movie fragments
J. Berezutskaya, Z. Freudenburg, L. Ambrogioni, Umut Güçlü +2 more
2020Scientific Reports14 citations Open access
Semantic Scholar
Wasserstein Variational Gradient Descent: From Semi-Discrete Optimal Transport to Ensemble Variational Inference
L. Ambrogioni, Umut Güçlü, Yağmur Güçlütürk, M. V. van Gerven
2018arXiv.org14 citations
Semantic Scholar
CNN-based Encoding and Decoding of Visual Object Recognition in Space and Time
K. Seeliger, M. Fritsche, Umut Güçlü, S. Schoenmakers +3 more
2017bioRxiv13 citations Open access
Semantic Scholar
Current Advances in Neural Decoding
M. V. van Gerven, K. Seeliger, Umut Güçlü, Yağmur Güçlütürk
2019Explainable AI12 citations Open access
Semantic Scholar
Gaze-contingent processing improves mobility, scene recognition and visual search in simulated head-steered prosthetic vision
Jaap de Ruyter van Steveninck, Mo Nipshagen, M. V. van Gerven, Umut Güçlü +2 more
2024Journal of Neural Engineering11 citations Open access
Semantic Scholar
The neural basis of event segmentation: Stable features in the environment are reflected by neural states
D. Oetringer, Dora Gözükara, Umut Güçlü, Linda Geerligs
2024bioRxiv11 citations Open access
Semantic Scholar
DeepRF: Ultrafast population receptive field mapping with deep learning
J. Thielen, Umut Güçlü, Yağmur Güçlütürk, L. Ambrogioni +2 more
2019bioRxiv11 citations Open access
Semantic Scholar
Biologically plausible phosphene simulation for the differentiable optimization of visual cortical prostheses
M. van der Grinten, Jaap de Ruyter van Steveninck, Antonio Lozano, L. Pijnacker +6 more
2022bioRxiv10 citations Open access
Semantic Scholar
Simulating neuroprosthetic vision for emotion recognition
C. Bollen, Umut Güçlü, R. Wezel, M. V. van Gerven +1 more
20192019 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW)10 citations Open access
Semantic Scholar

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