Picture for Maria R. Cervera

Maria R. Cervera

Institute of Neuroinformatics, ETH Zürich and University of Zürich, Zürich, Switzerland

Minimizing Control for Credit Assignment with Strong Feedback

Apr 14, 2022
Alexander Meulemans, Matilde Tristany Farinha, Maria R. Cervera, João Sacramento, Benjamin F. Grewe

Figure 1 for Minimizing Control for Credit Assignment with Strong Feedback

Figure 2 for Minimizing Control for Credit Assignment with Strong Feedback

Figure 3 for Minimizing Control for Credit Assignment with Strong Feedback

Figure 4 for Minimizing Control for Credit Assignment with Strong Feedback

* 25 pages, 3 figures

Access Paper or Ask Questions

Uncertainty estimation under model misspecification in neural network regression

Nov 23, 2021
Maria R. Cervera, Rafael Dätwyler, Francesco D'Angelo, Hamza Keurti, Benjamin F. Grewe, Christian Henning

Figure 1 for Uncertainty estimation under model misspecification in neural network regression

Figure 2 for Uncertainty estimation under model misspecification in neural network regression

Figure 3 for Uncertainty estimation under model misspecification in neural network regression

* Published at the NeurIPS 2021 workshop "Your Model Is Wrong: Robustness and Misspecification in Probabilistic Modeling"

Access Paper or Ask Questions

Continual Learning in Recurrent Neural Networks with Hypernetworks

Jun 22, 2020
Benjamin Ehret, Christian Henning, Maria R. Cervera, Alexander Meulemans, Johannes von Oswald, Benjamin F. Grewe

Figure 1 for Continual Learning in Recurrent Neural Networks with Hypernetworks

Figure 2 for Continual Learning in Recurrent Neural Networks with Hypernetworks

Figure 3 for Continual Learning in Recurrent Neural Networks with Hypernetworks

Figure 4 for Continual Learning in Recurrent Neural Networks with Hypernetworks

* 13 pages and 4 figures in the main text; 20 pages and 2 figures in the supplementary materials

Access Paper or Ask Questions