Publications

11 results for Hyunsang Hwang

Non-filamentary non-volatile memory elements as synapses in neuromorphic systems
- - Alessandro Fumarola
  - Yusuf Leblebici
  - et al.
- 2019
- NVMTS 2019
Bidirectional Non-Filamentary RRAM as an Analog Neuromorphic Synapse, Part II: Impact of Al/Mo/Pr_0.7Ca_0.3MnO₃ Device Characteristics on Neural Network Training Accuracy
- - Alessandro Fumarola
  - S. Sidler
  - et al.
- 2018
- IEEE J-EDS
Bidirectional non-filamentary RRAM as an analog neuromorphic synapse, Part I: Al/Mo/Pr_0.7Ca_0.3MnO₃ material improvements and device measurements
- - K. Moon
  - Alessandro Fumarola
  - et al.
- 2018
- IEEE J-EDS
Reducing circuit design complexity for neuromorphic machine learning systems based on Non-Volatile Memory arrays
- - Pritish Narayanan
  - Lucas L. Sanches
  - et al.
- 2017
- ISCAS 2017
Neuromorphic computing using non-volatile memory
- - Geoffrey W. Burr
  - Robert M. Shelby
  - et al.
- 2016
- Advances in Physics: X
Accelerating machine learning with Non-Volatile Memory: Exploring device and circuit tradeoffs
- - Alessandro Fumarola
  - Pritish Narayanan
  - et al.
- 2016
- ICRC 2016
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
Optimization of conductance change in Pr_1-xCa_xMnO₃-based synaptic devices for neuromorphic systems
- - J. Jang
  - Sangsu Park
  - et al.
- 2015
- IEEE Electron Device Letters
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