Non-filamentary non-volatile memory elements as synapses in neuromorphic systems
- Alessandro Fumarola
- Yusuf Leblebici
- et al.
- 2019
- NVMTS 2019
Conference paper
Publications
11 results for S. Sidler
Equivalent-accuracy accelerated neural-network training using analogue memory
- Stefano Ambrogio
- Pritish Narayanan
- et al.
- 2018
- Nature
PaperBidirectional Non-Filamentary RRAM as an Analog Neuromorphic Synapse, Part II: Impact of Al/Mo/Pr0.7Ca0.3MnO3 Device Characteristics on Neural Network Training Accuracy
- Alessandro Fumarola
- S. Sidler
- et al.
- 2018
- IEEE J-EDS
PaperBidirectional non-filamentary RRAM as an analog neuromorphic synapse, Part I: Al/Mo/Pr0.7Ca0.3MnO3 material improvements and device measurements
- K. Moon
- Alessandro Fumarola
- et al.
- 2018
- IEEE J-EDS
PaperImproved deep neural network hardware-Accelerators based on non-volatile-memory: The local gains technique
- Irem Boybat
- Carmelo Di Nolfo
- et al.
- 2017
- ICRC 2017
Conference paperNeuromorphic Architecture with 1M Memristive Synapses for Detection of Weakly Correlated Inputs
- Stanislaw Wozniak
- Angeliki Pantazi
- et al.
- 2017
- IEEE TCAS-II
PaperNeuromorphic computing using non-volatile memory
- Geoffrey W. Burr
- Robert M. Shelby
- et al.
- 2016
- Advances in Physics: X
ReviewAccelerating machine learning with Non-Volatile Memory: Exploring device and circuit tradeoffs
- Alessandro Fumarola
- Pritish Narayanan
- et al.
- 2016
- ICRC 2016
Conference paperLarge-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
Conference 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.
- 2015
- IEEE T-ED
Paper