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ORCIDRobert M. Shelby
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Journal Articles
- 2018
[j5]Stefano 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:
Equivalent-accuracy accelerated neural-network training using analogue memory. Nat. 558(7708): 60-67 (2018)- 2017
- [j4]Pritish Narayanan, Alessandro Fumarola, Lucas L. Sanches, Kohji Hosokawa, Scott C. Lewis, Robert M. Shelby, Geoffrey W. Burr:
Toward on-chip acceleration of the backpropagation algorithm using nonvolatile memory. IBM J. Res. Dev. 61(4-5): 11:1-11:11 (2017) - 2008
- [j3]Simone Raoux, Geoffrey W. Burr, Matthew J. Breitwisch, Charles T. Rettner, Yi-Chou Chen, Robert M. Shelby, Martin Salinga, Daniel Krebs, Shih-Hung Chen, Hsiang-Lan Lung, Chung Hon Lam:
Phase-change random access memory: A scalable technology. IBM J. Res. Dev. 52(4-5): 465-480 (2008) - 2006
- [j2]Xin Jiang, Roger Wang, Robert M. Shelby, Stuart S. P. Parkin:
Highly efficient room-temperature tunnel spin injector using CoFe/MgO(001). IBM J. Res. Dev. 50(1): 111-120 (2006) - 2000
- [j1]Jonathan J. Ashley, Maria-Pilar Bernal, Geoffrey W. Burr, Hans Coufal, Harald Guenther, John A. Hoffnagle, C. Michael Jefferson, Brian H. Marcus, Roger M. Macfarlane, Robert M. Shelby, Glenn T. Sincerbox:
Holographic data storage technology. IBM J. Res. Dev. 44(3): 341-368 (2000)
Conference and Workshop Papers
- 2020
- [c8]Charles Mackin, Pritish Narayanan, Stefano Ambrogio, Hsinyu Tsai, Katie Spoon, Andrea Fasoli, An Chen, Alexander M. Friz, Robert M. Shelby, Geoffrey W. Burr:
Neuromorphic Computing with Phase Change, Device Reliability, and Variability Challenges. IRPS 2020: 1-10 - 2019
- [c7]Alessandro Fumarola, Yusuf Leblebici, Pritish Narayanan, Robert M. Shelby, L. L. Sanchez, Geoffrey W. Burr, Kibong Moon, J. Jang, Hyunsang Hwang, Severin Sidler:
Non-filamentary non-volatile memory elements as synapses in neuromorphic systems. NVMTS 2019: 1-6 - 2017
- [c6]Irem 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:
Improved Deep Neural Network Hardware-Accelerators Based on Non-Volatile-Memory: The Local Gains Technique. ICRC 2017: 1-8 - [c5]Geoffrey W. Burr, Pritish Narayanan, Robert M. Shelby, Stefano Ambrogio, Hsinyu Tsai, Scott L. Lewis, Kohji Hosokawa:
Neuromorphic devices and architectures for next-generation cognitive computing. ISCAS 2017: 1-4 - [c4]Pritish Narayanan, Lucas L. Sanches, Alessandro Fumarola, Robert M. Shelby, Stefano Ambrogio, Jun-Woo Jang, Hyunsang Hwang, Yusuf Leblebici, Geoffrey W. Burr:
Reducing circuit design complexity for neuromorphic machine learning systems based on Non-Volatile Memory arrays. ISCAS 2017: 1-4 - 2016
- [c3]Severin Sidler, Irem Boybat, Robert M. Shelby, Pritish Narayanan, Jun-Woo Jang, Alessandro Fumarola, Kibong Moon, Yusuf Leblebici, Hyunsang Hwang, Geoffrey W. Burr:
Large-scale neural networks implemented with Non-Volatile Memory as the synaptic weight element: Impact of conductance response. ESSDERC 2016: 440-443 - [c2]Alessandro Fumarola, Pritish Narayanan, Lucas L. Sanches, Severin Sidler, Jun-Woo Jang, Kibong Moon, Robert M. Shelby, Hyunsang Hwang, Geoffrey W. Burr:
Accelerating machine learning with Non-Volatile Memory: Exploring device and circuit tradeoffs. ICRC 2016: 1-8 - 2015
- [c1]Robert M. Shelby, Geoffrey W. Burr, Irem Boybat, Carmelo di Nolfo:
Non-volatile memory as hardware synapse in neuromorphic computing: A first look at reliability issues. IRPS 2015: 6
Coauthor Index
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