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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: tsai h. Nature. 2018 Jun;558(7708):60-67. doi: 10.1038/s41586-018-0180-5. Epub 2018 Jun 6. Nature. 2018. PMID: 29875487
Optimised weight programming for analogue memory-based deep neural networks.
Mackin C, Rasch MJ, Chen A, Timcheck J, Bruce RL, Li N, Narayanan P, Ambrogio S, Le Gallo M, Nandakumar SR, Fasoli A, Luquin J, Friz A, Sebastian A, Tsai H, Burr GW. Mackin C, et al. Among authors: tsai h. Nat Commun. 2022 Jun 30;13(1):3765. doi: 10.1038/s41467-022-31405-1. Nat Commun. 2022. PMID: 35773285 Free PMC article.
An analog-AI chip for energy-efficient speech recognition and transcription.
Ambrogio S, Narayanan P, Okazaki A, Fasoli A, Mackin C, Hosokawa K, Nomura A, Yasuda T, Chen A, Friz A, Ishii M, Luquin J, Kohda Y, Saulnier N, Brew K, Choi S, Ok I, Philip T, Chan V, Silvestre C, Ahsan I, Narayanan V, Tsai H, Burr GW. Ambrogio S, et al. Among authors: tsai h. Nature. 2023 Aug;620(7975):768-775. doi: 10.1038/s41586-023-06337-5. Epub 2023 Aug 23. Nature. 2023. PMID: 37612392 Free PMC article.
4,946 results