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Page 1
Neuromorphic computing with multi-memristive synapses.
Boybat I, Le Gallo M, Nandakumar SR, Moraitis T, Parnell T, Tuma T, Rajendran B, Leblebici Y, Sebastian A, Eleftheriou E. Boybat I, et al. Nat Commun. 2018 Jun 28;9(1):2514. doi: 10.1038/s41467-018-04933-y. Nat Commun. 2018. PMID: 29955057 Free PMC article.
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: boybat i. Front Neurosci. 2020 May 12;14:406. doi: 10.3389/fnins.2020.00406. eCollection 2020. Front Neurosci. 2020. PMID: 32477047 Free PMC article.
Equivalent-accuracy accelerated neural-network training using analogue memory.
Ambrogio S, Narayanan P, Tsai H, Shelby RM, Boybat I, di Nolfo C, Sidler S, Giordano M, Bodini M, Farinha NCP, Killeen B, Cheng C, Jaoudi Y, Burr GW. Ambrogio S, et al. Among authors: boybat i. Nature. 2018 Jun;558(7708):60-67. doi: 10.1038/s41586-018-0180-5. Epub 2018 Jun 6. Nature. 2018. PMID: 29875487
Editorial: Hardware for artificial intelligence.
Boybat I, Payvand M, Rhodes O, Serb A. Boybat I, et al. Front Neurosci. 2022 Aug 9;16:979495. doi: 10.3389/fnins.2022.979495. eCollection 2022. Front Neurosci. 2022. PMID: 36017178 Free PMC article. No abstract available.
Recent Advances and Future Prospects for Memristive Materials, Devices, and Systems.
Song MK, Kang JH, Zhang X, Ji W, Ascoli A, Messaris I, Demirkol AS, Dong B, Aggarwal S, Wan W, Hong SM, Cardwell SG, Boybat I, Seo JS, Lee JS, Lanza M, Yeon H, Onen M, Li J, Yildiz B, Del Alamo JA, Kim S, Choi S, Milano G, Ricciardi C, Alff L, Chai Y, Wang Z, Bhaskaran H, Hersam MC, Strukov D, Wong HP, Valov I, Gao B, Wu H, Tetzlaff R, Sebastian A, Lu W, Chua L, Yang JJ, Kim J. Song MK, et al. Among authors: boybat i. ACS Nano. 2023 Jul 11;17(13):11994-12039. doi: 10.1021/acsnano.3c03505. Epub 2023 Jun 29. ACS Nano. 2023. PMID: 37382380 Review.