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Equivalent-accuracy accelerated neural-network training using analogue memory.

S. Ambrogio, P. Narayanan, H. Tsai, R. Shelby, I. Boybat, C. di Nolfo, S. Sidler, M. Giordano, M. Bodini, N. Farinha, B. Killeen, C. Cheng, Y. Jaoudi, and G. Burr. Nat., 558 (7708): 60-67 (2018)

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Stefano Meini

Stefano Cracolici

Giovanni Stefano

Stefano Terzo

Stefano Cardanobile

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Improved Deep Neural Network Hardware-Accelerators Based on Non-Volatile-Memory: The Local Gains Technique.I. Boybat, C. di Nolfo, S. Ambrogio, M. Bodini, N. Farinha, R. Shelby, P. Narayanan, S. Sidler, H. Tsai, Y. Leblebici and 1 other author(s). ICRC, page 1-8. IEEE, (2017)Analytical modelling and leakage optimization in complementary resistive switch (CRS) crossbar arrays.S. Ambrogio, S. Balatti, D. Ielmini, and D. Gilmer. ESSDERC, page 242-245. IEEE, (2014)Analog-to-Digital Conversion With Reconfigurable Function Mapping for Neural Networks Activation Function Acceleration.M. Giordano, G. Cristiano, K. Ishibashi, S. Ambrogio, H. Tsai, G. Burr, and P. Narayanan. IEEE J. Emerg. Sel. Topics Circuits Syst., 9 (2): 367-376 (2019)Neuromorphic devices and architectures for next-generation cognitive computing.G. Burr, P. Narayanan, R. Shelby, S. Ambrogio, H. Tsai, S. Lewis, and K. Hosokawa. ISCAS, page 1-4. IEEE, (2017)Architectures and Circuits for Analog-memory-based Hardware Accelerators for Deep Neural Networks (Invited).H. Tsai, P. Narayanan, S. Jain, S. Ambrogio, K. Hosokawa, M. Ishii, C. Mackin, C. Chen, A. Okazaki, A. Nomura and 13 other author(s). ISCAS, page 1-5. IEEE, (2023)Optimization of Analog Accelerators for Deep Neural Networks Inference.A. Fasoli, S. Ambrogio, P. Narayanan, H. Tsai, C. Mackin, K. Spoon, A. Friz, A. Chen, and G. Burr. ISCAS, page 1-5. IEEE, (2020)Accelerating Deep Neural Networks with Analog Memory Devices.S. Ambrogio, P. Narayanan, H. Tsai, C. Mackin, K. Spoon, A. Chen, A. Fasoli, A. Friz, and G. Burr. AICAS, page 149-152. IEEE, (2020)Equivalent-accuracy accelerated neural-network training using analogue memory.S. Ambrogio, P. Narayanan, H. Tsai, R. Shelby, I. Boybat, C. di Nolfo, S. Sidler, M. Giordano, M. Bodini, N. Farinha and 4 other author(s). Nat., 558 (7708): 60-67 (2018)True Random Number Generation by Variability of Resistive Switching in Oxide-Based Devices.S. Balatti, S. Ambrogio, Z. Wang, and D. Ielmini. IEEE J. Emerg. Sel. Topics Circuits Syst., 5 (2): 214-221 (2015)Modeling of reliability and neuromorphic application of resistive switching devices.S. Ambrogio. Polytechnic University of Milan, Italy, (2016)

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Disambiguation of "Ambrogio, Stefano"

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Equivalent-accuracy accelerated neural-network training using analogue memory.

Please choose a person to relate this publication to

Stefano Meini

Stefano Cracolici

Giovanni Stefano

Stefano Terzo

Stefano Cardanobile

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Ambrogio, Stefano"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Equivalent-accuracy accelerated neural-network training using analogue memory.

Please choose a person to relate this publication to

Stefano Meini

Stefano Cracolici

Giovanni Stefano

Stefano Terzo

Stefano Cardanobile

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
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history of this post
URL
DOI
BibTeX
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Chicago
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Equivalent-accuracy accelerated neural-network training using analogue memory.