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
Paper
Publications
177 results for Geoffrey W. Burr
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
Conference paperOptimization of conductance change in Pr1-xCaxMnO3-based synaptic devices for neuromorphic systems
- J. Jang
- Sangsu Park
- et al.
- 2015
- IEEE Electron Device Letters
PaperExperimental 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
Conference paperCircuit-level benchmarking of access devices for resistive nonvolatile memory arrays
- Pritish Narayanan
- Geoffrey W. Burr
- et al.
- 2014
- IEDM 2014
Conference paperNVM neuromorphic core with 64k-cell (256-by-256) phase change memory synaptic array with on-chip neuron circuits for continuous in-situ learning
- Sangbum Kim
- Masatoshi Ishii
- et al.
- 2015
- IEDM 2015
Conference paperLarge-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
Conference paperOn 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
PaperMixed-ionic-electronic-conduction (MIEC)-based access devices for 3D Multilayer Crosspoint Memory
- Kumar Virwani
- Geoffrey W. Burr
- et al.
- 2014
- MRS Fall Meeting 2014
Conference paperMIEC (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
Review