Unsupervised Feature Learning Improves Prediction of Human Brain Activity in Response to Natural Images

por Güçlü, Umut, van Gerven, Marcel A. J.
Publicado 2014

Modeling the Dynamics of Human Brain Activity with Recurrent Neural Networks

por Güçlü, Umut, van Gerven, Marcel A. J.
Publicado 2017

Gaussian mixture models and semantic gating improve reconstructions from human brain activity

por Schoenmakers, Sanne, Güçlü, Umut, van Gerven, Marcel, Heskes, Tom
Publicado 2015

Representations of naturalistic stimulus complexity in early and associative visual and auditory cortices

por Güçlütürk, Yağmur, Güçlü, Umut, van Gerven, Marcel, van Lier, Rob
Publicado 2018

A 10-hour within-participant magnetoencephalography narrative dataset to test models of language comprehension

por Armeni, Kristijan, Güçlü, Umut, van Gerven, Marcel, Schoffelen, Jan-Mathijs
Publicado 2022

Inpainting and denoising challenges

por Escalera, Sergio, Ayache, Stephane, Wan, Jun, Madadi, Meysam, Güçlü, Umut, Baró, Xavier
Publicado 2019

End-to-end optimization of prosthetic vision

por de Ruyter van Steveninck, Jaap, Güçlü, Umut, van Wezel, Richard, van Gerven, Marcel
Publicado 2022

Brain2Pix: Fully convolutional naturalistic video frame reconstruction from brain activity

por Le, Lynn, Ambrogioni, Luca, Seeliger, Katja, Güçlütürk, Yağmur, van Gerven, Marcel, Güçlü, Umut
Publicado 2022

A partially nested cortical hierarchy of neural states underlies event segmentation in the human brain

por Geerligs, Linda, Gözükara, Dora, Oetringer, Djamari, Campbell, Karen L, van Gerven, Marcel, Güçlü, Umut
Publicado 2022

Brain-optimized extraction of complex sound features that drive continuous auditory perception

por Berezutskaya, Julia, Freudenburg, Zachary V., Güçlü, Umut, van Gerven, Marcel A. J., Ramsey, Nick F.
Publicado 2020

Hyperrealistic neural decoding for reconstructing faces from fMRI activations via the GAN latent space

por Dado, Thirza, Güçlütürk, Yağmur, Ambrogioni, Luca, Ras, Gabriëlle, Bosch, Sander, van Gerven, Marcel, Güçlü, Umut
Publicado 2022

Explainable and interpretable models in computer vision and machine learning

por Escalante, Hugo Jair, Escalera, Sergio, Guyon, Isabelle, Baró, Xavier, Güçlütürk, Yağmur, Güçlü, Umut, van Gerven, Marcel
Publicado 2019

Cortical network responses map onto data-driven features that capture visual semantics of movie fragments

por Berezutskaya, Julia, Freudenburg, Zachary V., Ambrogioni, Luca, Güçlü, Umut, van Gerven, Marcel A. J., Ramsey, Nick F.
Publicado 2020

Real-world indoor mobility with simulated prosthetic vision: The benefits and feasibility of contour-based scene simplification at different phosphene resolutions

por de Ruyter van Steveninck, Jaap, van Gestel, Tom, Koenders, Paula, van der Ham, Guus, Vereecken, Floris, Güçlü, Umut, van Gerven, Marcel, Güçlütürk, Yağmur, van Wezel, Richard
Publicado 2022