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In-memory factorization of holographic perceptual representations.
Langenegger J, Karunaratne G, Hersche M, Benini L, Sebastian A, Rahimi A. Langenegger J, et al. Among authors: sebastian a. Nat Nanotechnol. 2023 May;18(5):479-485. doi: 10.1038/s41565-023-01357-8. Epub 2023 Mar 30. Nat Nanotechnol. 2023. PMID: 36997756
Projected phase-change memory devices.
Koelmans WW, Sebastian A, Jonnalagadda VP, Krebs D, Dellmann L, Eleftheriou E. Koelmans WW, et al. Among authors: sebastian a. Nat Commun. 2015 Sep 3;6:8181. doi: 10.1038/ncomms9181. Nat Commun. 2015. PMID: 26333363 Free PMC article.
Stochastic phase-change neurons.
Tuma T, Pantazi A, Le Gallo M, Sebastian A, Eleftheriou E. Tuma T, et al. Among authors: sebastian a. Nat Nanotechnol. 2016 Aug;11(8):693-9. doi: 10.1038/nnano.2016.70. Epub 2016 May 16. Nat Nanotechnol. 2016. PMID: 27183057
Memory devices and applications for in-memory computing.
Sebastian A, Le Gallo M, Khaddam-Aljameh R, Eleftheriou E. Sebastian A, et al. Nat Nanotechnol. 2020 Jul;15(7):529-544. doi: 10.1038/s41565-020-0655-z. Epub 2020 Mar 30. Nat Nanotechnol. 2020. PMID: 32231270 Review.
Mixed-Precision Deep Learning Based on Computational Memory.
Nandakumar SR, Le Gallo M, Piveteau C, Joshi V, Mariani G, Boybat I, Karunaratne G, Khaddam-Aljameh R, Egger U, Petropoulos A, Antonakopoulos T, Rajendran B, Sebastian A, Eleftheriou E. Nandakumar SR, et al. Among authors: sebastian a. Front Neurosci. 2020 May 12;14:406. doi: 10.3389/fnins.2020.00406. eCollection 2020. Front Neurosci. 2020. PMID: 32477047 Free PMC article.
Parallel convolutional processing using an integrated photonic tensor core.
Feldmann J, Youngblood N, Karpov M, Gehring H, Li X, Stappers M, Le Gallo M, Fu X, Lukashchuk A, Raja AS, Liu J, Wright CD, Sebastian A, Kippenberg TJ, Pernice WHP, Bhaskaran H. Feldmann J, et al. Among authors: sebastian a. Nature. 2021 Jan;589(7840):52-58. doi: 10.1038/s41586-020-03070-1. Epub 2021 Jan 6. Nature. 2021. PMID: 33408373
Robust high-dimensional memory-augmented neural networks.
Karunaratne G, Schmuck M, Le Gallo M, Cherubini G, Benini L, Sebastian A, Rahimi A. Karunaratne G, et al. Among authors: sebastian a. Nat Commun. 2021 Apr 29;12(1):2468. doi: 10.1038/s41467-021-22364-0. Nat Commun. 2021. PMID: 33927202 Free PMC article.
853 results