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Evolving interpretable plasticity for spiking networks.
Jordan J, Schmidt M, Senn W, Petrovici MA. Jordan J, et al. Among authors: petrovici ma. Elife. 2021 Oct 28;10:e66273. doi: 10.7554/eLife.66273. Elife. 2021. PMID: 34709176 Free PMC article.
Stochasticity from function - Why the Bayesian brain may need no noise.
Dold D, Bytschok I, Kungl AF, Baumbach A, Breitwieser O, Senn W, Schemmel J, Meier K, Petrovici MA. Dold D, et al. Among authors: petrovici ma. Neural Netw. 2019 Nov;119:200-213. doi: 10.1016/j.neunet.2019.08.002. Epub 2019 Aug 19. Neural Netw. 2019. PMID: 31450073 Free article.
Deterministic networks for probabilistic computing.
Jordan J, Petrovici MA, Breitwieser O, Schemmel J, Meier K, Diesmann M, Tetzlaff T. Jordan J, et al. Among authors: petrovici ma. Sci Rep. 2019 Dec 4;9(1):18303. doi: 10.1038/s41598-019-54137-7. Sci Rep. 2019. PMID: 31797943 Free PMC article.
Predictive olfactory learning in Drosophila.
Zhao C, Widmer YF, Diegelmann S, Petrovici MA, Sprecher SG, Senn W. Zhao C, et al. Among authors: petrovici ma. Sci Rep. 2021 Mar 24;11(1):6795. doi: 10.1038/s41598-021-85841-y. Sci Rep. 2021. PMID: 33762640 Free PMC article.
Cortical oscillations support sampling-based computations in spiking neural networks.
Korcsak-Gorzo A, Müller MG, Baumbach A, Leng L, Breitwieser OJ, van Albada SJ, Senn W, Meier K, Legenstein R, Petrovici MA. Korcsak-Gorzo A, et al. Among authors: petrovici ma. PLoS Comput Biol. 2022 Mar 24;18(3):e1009753. doi: 10.1371/journal.pcbi.1009753. eCollection 2022 Mar. PLoS Comput Biol. 2022. PMID: 35324886 Free PMC article.
Natural-gradient learning for spiking neurons.
Kreutzer E, Senn W, Petrovici MA. Kreutzer E, et al. Among authors: petrovici ma. Elife. 2022 Apr 25;11:e66526. doi: 10.7554/eLife.66526. Elife. 2022. PMID: 35467527 Free PMC article.
Learning beyond sensations: How dreams organize neuronal representations.
Deperrois N, Petrovici MA, Senn W, Jordan J. Deperrois N, et al. Among authors: petrovici ma. Neurosci Biobehav Rev. 2024 Feb;157:105508. doi: 10.1016/j.neubiorev.2023.105508. Epub 2023 Dec 12. Neurosci Biobehav Rev. 2024. PMID: 38097096 Free article. Review.
21 results