Neuromorphic Computing with Phase Change, Device Reliability, and Variability Challenges
- Charles Mackin
- Pritish Narayanan
- et al.
- 2020
- IRPS 2020
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56 results for Stefano Ambrogio
Emerging neuromorphic devices
- Daniele Lelmini
- Stefano Ambrogio
- 2019
- Nanotechnology
Reducing the Impact of Phase-Change Memory Conductance Drift on the Inference of large-scale Hardware Neural Networks
- Stefano Ambrogio
- M. Gallot
- et al.
- 2019
- IEDM 2019
AI hardware acceleration with analog memory: Microarchitectures for low energy at high speed
- H. Y. Chang
- Geoffrey W. Burr
- et al.
- 2019
- IBM J. Res. Dev
Analog-to-Digital Conversion with Reconfigurable Function Mapping for Neural Networks Activation Function Acceleration
- Massimo Giordano
- Giorgio Cristiano
- et al.
- 2019
- IEEE JESTCS
Unsupervised Learning to Overcome Catastrophic Forgetting in Neural Networks
- Irene Muñoz-Martín
- Stefano Bianchi
- et al.
- 2019
- IEEE JXCDC
Inference of Long-Short Term Memory networks at software-equivalent accuracy using 2.5M analog Phase Change Memory devices
- Hsinyu Tsai
- Stefano Ambrogio
- et al.
- 2019
- VLSI Technology 2019
Energy-efficient continual learning in hybrid supervised-unsupervised neural networks with PCM synapses
- Stefano Bianchi
- Irene Muñoz-Martín
- et al.
- 2019
- VLSI Circuits 2019
Confined PCM-based Analog Synaptic Devices offering Low Resistance-drift and 1000 Programmable States for Deep Learning
- Wanki Kim
- Robert L. Bruce
- et al.
- 2019
- VLSI Technology 2019
Neuro-inspired computing: From resistive memory to optics
- Charles Mackin
- Pritish Narayanan
- et al.
- 2019
- CLEO/Europe-EQEC 2019