Umut Güçlü

Radboud University Nijmegen — Netherlands

Neuroscience · Life Sciences

26h-index3.0kcitations108works4.52yr avg
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Research Topics

Neural dynamics and brain function(37), EEG and Brain-Computer Interfaces(18), Generative Adversarial Networks and Image Synthesis(16), Face Recognition and Perception(16), Neuroscience and Neural Engineering(14)

Publications108 total

Coping strategies dynamics and resilience profiles after early life stress revealed by behavioral sequencing
2025· 1 citedOpen Access
An fMRI study of crossmodal emotional congruency and the role of semantic content in the aesthetic appreciation of naturalistic art
Frontiers in Neuroscience·2025Open Access
End-to-end learning of safe stimulation parameters for cortical neuroprosthetic vision
Journal of Neural Engineering·2025· 2 citedOpen Access
Dimensions underlying the representational alignment of deep neural networks with humans
Nature Machine Intelligence·2025· 14 citedOpen Access
Bayesian optimization of cortical neuroprosthetic vision using perceptual feedback
2025Open Access
End-to-end Learning of Safe Stimulation Parameters for Cortical Neuroprosthetic Vision
2025· 1 citedOpen Access
Neural encoding with affine feature response transforms
arXiv (Cornell University)·2025Open Access
Inverse receptive field attention for naturalistic image reconstruction from the brain
arXiv (Cornell University)·2025Open Access
Reassessing prediction in the brain: Pre-onset neural encoding during natural listening does not reflect pre-activation
arXiv (Cornell University)·2024· 2 citedOpen Access
The neural basis of event segmentation: Stable features in the environment are reflected by neural states
Imaging Neuroscience·2024· 8 citedOpen Access
Efficient Deep Reinforcement Learning with Predictive Processing Proximal Policy Optimization
Neurons Behavior Data analysis and Theory·2024· 1 citedOpen Access
Dimensions underlying the representational alignment of deep neural networks with humans
arXiv (Cornell University)·2024· 1 citedOpen Access
PAM: Predictive attention mechanism for neural decoding of visual perception
2024Open Access
Brain2GAN: Feature-disentangled neural encoding and decoding of visual perception in the primate brain
PLoS Computational Biology·2024· 10 citedOpen Access
Gaze-contingent processing improves mobility, scene recognition and visual search in simulated head-steered prosthetic vision
Journal of Neural Engineering·2024· 5 citedOpen Access
The Neural Basis of Event Segmentation: Stable Features in the Environment are Reflected by Neural States
2024· 3 citedOpen Access
Towards biologically plausible phosphene simulation for the differentiable optimization of visual cortical prostheses
eLife·2024· 29 citedOpen Access
Gaze-contingent processing improves mobility performance and visual orientation in simulated head-steered prosthetic vision
2023Open Access
Author response: Towards biologically plausible phosphene simulation for the differentiable optimization of visual cortical prostheses
2023· 1 citedOpen Access
Brain2GAN: Feature-disentangled neural encoding and decoding of visual perception in the primate brain
2023· 2 citedOpen Access
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Frequent Co-authors

Marcel van Gerven(46), Yağmur Güçlütürk(28), Luca Ambrogioni(12), Rob van Lier(12), Sérgio Escalera(11), Katja Seeliger(10), Xavier Baró(10), Hugo Jair Escalante(9), Julio C. S. Jacques(7), Isabelle Guyon(7), Meysam Madadi(6), Sander Bosch(5), Stéphane Ayache(4), Marc Pérez(4), Carlos Andújar(4), Linda Geerligs(4), Jaap de Ruyter van Steveninck(4), Richard van Wezel(4), Eric Maris(4), Jan‐Mathijs Schoffelen(3)