About
Discord Stateoftheart AI
GitHub

Publications

53

Cited by

1348

Umut Güçlü

artificial intelligencecognitive neurosciencedeep learningneural coding
Radboud University Nijmegen

Netherlands

Papers and Citations

1 - 50
Deep neural networks reveal a gradient in the complexity of neural representations across the ventral stream
2015
Umut Güçlü
Marcel van Gerven
Cited by 583
Explainable and interpretable models in computer vision and machine learning
2018
Umut Güçlü
Isabelle Guyon
Xavier Baró
+4
Cited by 172
Increasingly complex representations of natural movies across the dorsal stream are shared between subjects
2017
Marcel van Gerven
Umut Güçlü
Cited by 84
Modeling the dynamics of human brain activity with recurrent neural networks
2017
Umut Güçlü
Marcel van Gerven
Cited by 72
Convolutional neural network-based encoding and decoding of visual object recognition in space and time
2018
Matthias Fritsche
Marcel van Gerven
K. Seeliger
+4
Cited by 59
Brains on beats
2016
Marcel van Gerven
Jordy Thielen
Michael Hanke
+1
Cited by 56
Generative adversarial networks for reconstructing natural images from brain activity
2018
Umut Güçlü
Marcel AJ van Gerven
Luca Ambrogioni
+3
Cited by 56
Convolutional sketch inversion
2016
Marcel van Gerven
Rob van Lier
Marcel AJ van Gerven
+3
Cited by 55
Unsupervised feature learning improves prediction of human brain activity in response to natural images
2014
Marcel van Gerven
Umut Güçlü
Cited by 53
Deep impression: Audiovisual deep residual networks for multimodal apparent personality trait recognition
2016
Yağmur Güçlütürk
Marcel van Gerven
Umut Güçlü
+1
Cited by 45
Reconstructing perceived faces from brain activations with deep adversarial neural decoding
2017
K. Seeliger
Marcel A van Gerven
Rob van Lier
+5
Cited by 35
Modeling, recognizing, and explaining apparent personality from videos
2020
Hugo Jair Escalante
Meysam Madadi
Sergio Escalera
+14
Cited by 28
Gaussian mixture models and semantic gating improve reconstructions from human brain activity
2015
Tom Heskes
sanne schoenmakers
Marcel van Gerven
+1
Cited by 25
Wasserstein variational inference
2018
Yağmur Güçlütürk
Luca Ambrogioni
Marcel van Gerven
+5
Cited by 24
First impressions: A survey on vision-based apparent personality trait analysis
2019
Julio C. S. Jacques Junior
Xavier Baró
Hugo Jair Escalante
+8
Cited by 23
Multimodal first impression analysis with deep residual networks
2017
Umut Güçlü
Isabelle Guyon
Hugo Jair Escalante
+5
Cited by 22
Design of an explainable machine learning challenge for video interviews
2017
Sergio Escalera
Xavier Baró
Isabelle Guyon
+9
Cited by 21
Neural tuning to low-level features of speech throughout the perisylvian cortex
2017
Nick F Ramsey
Zachary V Freudenburg
Marcel AJ van Gerven
+5
Cited by 20
End-to-end semantic face segmentation with conditional random fields as convolutional, recurrent and adversarial networks
2017
Xavier Baró
Meysam Madadi
Umut Güçlü
+5
Cited by 19
The kernel mixture network: A nonparametric method for conditional density estimation of continuous random variables
2017
Eric Maris
Marcel AJ van Gerven
E Maris
+3
Cited by 15
Visualizing apparent personality analysis with deep residual networks
2017
Marc Perez
Marcel AJ van Gerven
Carlos Andujar
+9
Cited by 11
Representations of naturalistic stimulus complexity in early and associative visual and auditory cortices
2018
R van Lier
Marcel van Gerven
Yağmur Güçlütürk
+1
Cited by 11
Deep adversarial neural decoding
2017
Rob van Lier
R van Lier
Sander Erik Bosch
+4
Cited by 10
Semantic vector space models predict neural responses to complex visual stimuli
2015
Umut Güçlü
Marcel van Gerven
Cited by 9
End-to-end neural system identification with neural information flow
2019
Marcel AJ van Gerven
K. Seeliger
Yağmur Güçlütürk
+3
Cited by 7
Cnn-based encoding and decoding of visual object recognition in space and time
2017
M Fritsche
J-M Schoffelen
SE Bosch
+4
Cited by 6
Forward amortized inference for likelihood-free variational marginalization
2019
Eric Maris
Eva Borne
Umut Güçlü
+5
Cited by 4
Unsupervised learning of features for Bayesian decoding in functional magnetic resonance imaging
2013
Umut Güçlü
Marcel van Gerven
Cited by 3
Estimating nonlinear dynamics with the ConvNet smoother
2017
Umut Güçlü
Eric Maris
Luca Ambrogioni
+1
Cited by 3
Current advances in neural decoding
2019
Marcel AJ van Gerven
Marcel van Gerven
K. Seeliger
+2
Cited by 3
Modeling brain responses to perceived speech with lstm networks
2017
V Menkovski
W Duivesteijn
E Postma
+7
Cited by 3
Brain-optimized extraction of complex sound features that drive continuous auditory perception
2020
Marcel AJ van Gerven
Zachary V Freudenburg
Nick F Ramsey
+5
Cited by 2
Probing human brain function with artificial neural networks
2017
Marcel van Gerven
Umut Güçlü
Cited by 2
Hyperrealistic neural decoding: Linear reconstruction of face stimuli from fMRI measurements via the GAN latent space
2020
Thirza Dado
Thirza Dado
Yagmur Gucluturk
+5
Cited by 2
k-GANs: Ensemble of Generative Models with Semi-Discrete Optimal Transport
2019
Umut Güçlü
Luca Ambrogioni
Marcel van Gerven
Cited by 1
Segmentation of photovoltaic panels in aerial photography using group equivariant FCNs
2019
L Bokkers
Luca Ambrogioni
Umut Güçlü
Cited by
End-to-end optimization of prosthetic vision
2020
Umut Güçlü
RJA van Wezel
Jaap de Ruyter van Steveninck
Cited by
Guest Editorial: Image and Video Inpainting and Denoising
2020
S. Ayache
Xavier Baró
Sergio Escalera
+6
Cited by
Detecting neural state transitions underlying event segmentation
2020
Umut Güçlü
Marcel van Gerven
Linda Geerligs
Cited by
Temporal factorization of 3D convolutional kernels
2019
Marcel AJ van Gerven
Luca Ambrogioni
Umut Güçlü
+2
Cited by
Bayesian model ensembling using meta-trained recurrent neural networks
2017
Eric Maris
Marcel AJ van Gerven
Eva WP van den Borne
+4
Cited by
Algorithmic composition of polyphonic music with the WaveCRF
2017
RJ van Lier
Yağmur Güçlütürk
Umut Güçlü
+3
Cited by
The Indian Chefs Process
2020
B. Chaib-Draa
Marcel van Gerven
Luca Ambrogioni
+6
Cited by
Reconstructing perceived faces from brain activations with deep adversarial neural decoding (supplementary material)
R van Lier
K Seeliger
Umut Güçlü
+3
Cited by
A large single-participant fMRI dataset for probing brain responses to naturalistic stimuli in space and time
2019
RP Sommers
Sander Erik Bosch
Umut Güçlü
+2
Cited by
Cortical network responses map onto data-driven features that capture visual semantics of movie fragments
2020
Nick F Ramsey
Zachary V Freudenburg
Marcel AJ van Gerven
+3
Cited by
Semi-Analytic Nonparametric Bayesian Inference for Spike-Spike Neuronal Connectivity
2018
E Maris
Marcel van Gerven
Max Hinne
+3
Cited by
Background Hardly Matters: Understanding Personality Attribution in Deep Residual Networks
2019
Gabriëlle Ras
Marcel van Gerven
Ron Dotsch
+2
Cited by
SpikeCaKe: Semi-Analytic Nonparametric Bayesian Inference for Spike-Spike Neuronal Connectivity
2019
E Maris
Patrick Ebel
Marcel van Gerven
+3
Cited by
Explainable 3D Convolutional Neural Networks by Learning Temporal Transformations
2020
Marcel AJ van Gerven
Luca Ambrogioni
Pim Haselager
+3
Cited by