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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: karunaratne g. Front Neurosci. 2020 May 12;14:406. doi: 10.3389/fnins.2020.00406. eCollection 2020. Front Neurosci. 2020. PMID: 32477047 Free PMC article.
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. Nat Commun. 2021 Apr 29;12(1):2468. doi: 10.1038/s41467-021-22364-0. Nat Commun. 2021. PMID: 33927202 Free PMC article.
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: karunaratne g. Nat Nanotechnol. 2023 May;18(5):479-485. doi: 10.1038/s41565-023-01357-8. Epub 2023 Mar 30. Nat Nanotechnol. 2023. PMID: 36997756
Salmonella typhi and chloramphenicol resistance.
Karunaratne GK, Wickremesinghe RS, Perera KC. Karunaratne GK, et al. Ceylon Med J. 2000 Sep;45(3):136-7. doi: 10.4038/cmj.v45i3.8118. Ceylon Med J. 2000. PMID: 11192997 No abstract available.
One hundred years and looking ahead.
Karunaratne GW. Karunaratne GW. Ceylon Med J. 1987 Mar;32(1):1-13. Ceylon Med J. 1987. PMID: 3319213 No abstract available.
Cystosarcoma phyllodes.
NAGARATNAM N, KARUNARATNE GW. NAGARATNAM N, et al. Among authors: karunaratne gw. Ceylon Med J. 1960 Sep;5:133. Ceylon Med J. 1960. PMID: 13727412 No abstract available.