Continual Learning in Recurrent Neural Networks with Hypernetworks. - Benjamin Ehret; Christian Henning; Maria R. Cervera; Alexander Meulemans; Johannes von Oswald; Benjamin F. Grewe (CoRR, 2020)

Continual learning in recurrent neural networks. - Benjamin Ehret; Christian Henning; Maria R. Cervera; Alexander Meulemans; Johannes von Oswald; Benjamin F. Grewe (ICLR, 2021)

Posterior Meta-Replay for Continual Learning. - Christian Henning; Maria R. Cervera; Francesco D'Angelo; Johannes von Oswald; Regina Traber; Benjamin Ehret; Seijin Kobayashi; Benjamin F. Grewe; João Sacramento (NeurIPS, 2021)

Uncertainty estimation under model misspecification in neural network regression. - Maria R. Cervera; Rafael Dätwyler; Francesco D'Angelo; Hamza Keurti; Benjamin F. Grewe; Christian Henning (CoRR, 2021)

Minimizing Control for Credit Assignment with Strong Feedback. - Alexander Meulemans; Matilde Tristany Farinha; Maria R. Cervera; João Sacramento; Benjamin F. Grewe (ICML, 2022)

Learning, forgetting and uncertainty estimation in artificial neural networks and in the brain. - Maria R. Cervera (2022)