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Jordan, Jakob; Sacramento, João Antonio; Wybo, Willem A M; Petrovici, Mihai A; Senn, Walter (2024). Conductance-based dendrites perform Bayes-optimal cue integration. PLoS computational biology, 20(6) Public Library of Science 10.1371/journal.pcbi.1012047
Deperrois, Nicolas; Petrovici, Mihai A; Senn, Walter; Jordan, Jakob (2024). Learning beyond sensations: how dreams organize neuronal representations. Neuroscience and biobehavioral reviews, 157(105508), p. 105508. Elsevier 10.1016/j.neubiorev.2023.105508
Klassert, Robert; Baumbach, Andreas; Petrovici, Mihai A; Gärttner, Martin (2022). Variational learning of quantum ground states on spiking neuromorphic hardware. iScience, 25(8), p. 104707. Elsevier 10.1016/j.isci.2022.104707
Kreutzer, Elena; Senn, Walter; Petrovici, Mihai A (2022). Natural-gradient learning for spiking neurons. eLife, 11 eLife Sciences Publications 10.7554/eLife.66526
Deperrois, Nicolas; Petrovici, Mihai A; Senn, Walter; Jordan, Jakob (2022). Learning cortical representations through perturbed and adversarial dreaming. eLife, 11 eLife Sciences Publications 10.7554/eLife.76384
Korcsak-Gorzo, Agnes; Müller, Michael G; Baumbach, Andreas; Leng, Luziwei; Breitwieser, Oliver J; van Albada, Sacha J; Senn, Walter; Meier, Karlheinz; Legenstein, Robert; Petrovici, Mihai A (2022). Cortical oscillations support sampling-based computations in spiking neural networks. PLoS computational biology, 18(3), e1009753. Public Library of Science 10.1371/journal.pcbi.1009753
Jordan, Jakob; Schmidt, Maximilian; Senn, Walter; Petrovici, Mihai A (2021). Evolving interpretable plasticity for spiking networks. eLife, 10 eLife Sciences Publications 10.7554/eLife.66273