Katja Seeliger

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

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

Reconstructing perceived faces from brain activations with deep adversarial neural decoding

Yağmur Güçlütürk, Umut Güçlü, Katja Seeliger et al. · Radboud Repository (Radboud University) · 2017 · 61 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

End-to-end neural system identification with neural information flow

Katja Seeliger, Luca Ambrogioni, Yağmur Güçlütürk et al. · PLoS Computational Biology · 2021 · 42 citations · Full text

Neural Information Flow, Engineering, Neural Recoding +17

The neuroconnectionist research programme

Adrien Doerig, Rowan P. Sommers, Katja Seeliger et al. · arXiv (Cornell University) · 2022 · 24 citations · Full text