Accelerating machine learning with Non-Volatile Memory: Exploring device and circuit tradeoffs
- Alessandro Fumarola
- Pritish Narayanan
- et al.
- 2016
- ICRC 2016
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154 results for Robert M. Shelby
Large-scale neural networks implemented with Non-Volatile Memory as the synaptic weight element: Impact of conductance response
- S. Sidler
- Irem Boybat
- et al.
- 2016
- ESSDERC 2016
Experimental Demonstration and Tolerancing of a Large-Scale Neural Network (165 000 Synapses) Using Phase-Change Memory as the Synaptic Weight Element
- Geoffrey W. Burr
- Robert M. Shelby
- et al.
- 2015
- IEEE T-ED
Non-volatile memory as hardware synapse in neuromorphic computing: A first look at reliability issues
- Robert M. Shelby
- Geoffrey W. Burr
- et al.
- 2015
- IRPS 2015
Experimental demonstration and tolerancing of a large-scale neural network (165,000 synapses), using phase-change memory as the synaptic weight element
- Geoffrey W. Burr
- Robert M. Shelby
- et al.
- 2014
- IEDM 2014
Large-scale neural networks implemented with non-volatile memory as the synaptic weight element: Comparative performance analysis (accuracy, speed, and power)
- Geoffrey W. Burr
- Pritish Narayanan
- et al.
- 2015
- IEDM 2015
On the origin of steep i - V nonlinearity in mixed-ionic-electronic-conduction-based access devices
- Alvaro Padilla
- Geoffrey W. Burr
- et al.
- 2015
- IEEE T-ED
MIEC (mixed-ionic-electronic-conduction)-based access devices for non-volatile crossbar memory arrays
- Rohit S. Shenoy
- Geoffrey W. Burr
- et al.
- 2014
- Semiconductor Science and Technology
The origin of massive nonlinearity in Mixed-Ionic-Electronic-Conduction (MIEC)-based Access Devices, as revealed by numerical device simulation
- Alvaro Padilla
- Geoffrey W. Burr
- et al.
- 2014
- DRC 2014
Nanoscale nuclei in phase change materials: Origin of different crystallization mechanisms of Ge2Sb2Te5 and AgInSbTe
- Bong-Sub Lee
- Robert M. Shelby
- et al.
- 2014
- Journal of Applied Physics