Umut Güçlü

Deep Neural Networks Reveal a Gradient in the Complexity of Neural Representations across the Ventral Stream

Umut Güçlü, Marcel van Gerven · Journal of Neuroscience · 2015 · 1.1K citations · Full text

Cognitive Science, Neural Mechanism, Sensory Neuroscience +14

Generative adversarial networks for reconstructing natural images from brain activity

Katja Seeliger, Umut Güçlü, Luca Ambrogioni et al. · NeuroImage · 2018 · 161 citations · Full text

Generative System, Cognitive Science, Engineering +13

Increasingly complex representations of natural movies across the dorsal stream are shared between subjects

Umut Güçlü, Marcel van Gerven · NeuroImage · 2015 · 141 citations · Full text

Early Vision, Cognitive Science, Complex Representations +8

Convolutional neural network-based encoding and decoding of visual object recognition in space and time

Katja Seeliger, Matthias Fritsche, Umut Güçlü et al. · NeuroImage · 2017 · 137 citations · Full text

Convolutional Neural Network, Image Classification, Machine Vision +9

Modeling, Recognizing, and Explaining Apparent Personality From Videos

Hugo Jair Escalante, Heysem Kaya, Albert Ali Salah et al. · IEEE Transactions on Affective Computing · 2020 · 90 citations · Full text

Engineering, Social Psychology, Psychology +19