1.1k citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Radboud University NijmegenNL50 papers
- Radboud University Medical CenterNL11 papers
- Delft University of TechnologyNL5 papers
- Donders Centre for NeuroscienceNL4 papers
- Harvard UniversityUS3 papers
- Jülich Aachen Research AllianceDE3 papers
- King's College LondonGB3 papers
- Technical University of MunichDE3 papers
- Bernstein Center for Computational Neuroscience GöttingenDE2 papers
- Brigham and Women's HospitalUS2 papers
- Columbia UniversityUS2 papers
- Eindhoven University of TechnologyNL2 papers
6 papers · 1 filter
Convolutional Sketch Inversion
Yağmur Güçlütürk, Umut Güçlü, Rob van Lier +1
In this paper, we use deep neural networks for inverting face sketches to synthesize photorealistic face images. We first construct a semi-simulated dataset containing a very large…
Modeling the dynamics of human brain activity with recurrent neural networks
Umut Güçlü, Marcel A. J. van Gerven
Encoding models are used for predicting brain activity in response to sensory stimuli with the objective of elucidating how sensory information is represented in the brain. Encodin…
Brains on Beats
Umut Güçlü, Jordy Thielen, Michael Hanke +1
We developed task-optimized deep neural networks (DNNs) that achieved state-of-the-art performance in different evaluation scenarios for automatic music tagging. These DNNs were su…
Dynamic Decomposition of Spatiotemporal Neural Signals
Luca Ambrogioni, Marcel A. J. van Gerven, Eric Maris
Neural signals are characterized by rich temporal and spatiotemporal dynamics that reflect the organization of cortical networks. Theoretical research has shown how neural networks…
Particle Smoothing for Hidden Diffusion Processes: Adaptive Path Integral Smoother
H. -Ch. Ruiz, H. J. Kappen
Particle smoothing methods are used for inference of stochastic processes based on noisy observations. Typically, the estimation of the marginal posterior distribution given all ob…
Connectopic mapping with resting-state fMRI
Koen V. Haak, Andre F. Marquand, Christian F. Beckmann
Brain regions are often topographically connected: nearby locations within one brain area connect with nearby locations in another area. Mapping these connection topographies, or '…