Nathan C. P. Farinha - researchr alias

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Viewing Publication 1 - 3 from 3

2019

AI hardware acceleration with analog memory: Microarchitectures for low energy at high speedHung-Yang Chang, Pritish Narayanan, Scott C. Lewis, Nathan C. P. Farinha, Kohji Hosokawa, Charles Mackin, Hsinyu Tsai, Stefano Ambrogio, An Chen, Geoffrey W. Burr. ibmrd, 63(6), 2019. [doi]

2018

Equivalent-accuracy accelerated neural-network training using analogue memoryStefano Ambrogio, Pritish Narayanan, Hsinyu Tsai, Robert M. Shelby, Irem Boybat, Carmelo di Nolfo, Severin Sidler, Massimo Giordano, Martina Bodini, Nathan C. P. Farinha, Benjamin Killeen, Christina Cheng, Yassine Jaoudi, Geoffrey W. Burr. nature, 558(7708):60-67, 2018. [doi]

2017

Improved Deep Neural Network Hardware-Accelerators Based on Non-Volatile-Memory: The Local Gains TechniqueIrem Boybat, Carmelo di Nolfo, Stefano Ambrogio, Martina Bodini, Nathan C. P. Farinha, Robert M. Shelby, Pritish Narayanan, Severin Sidler, Hsinyu Tsai, Yusuf Leblebici, Geoffrey W. Burr. icrc 2017: 1-8 [doi]

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