Publications

This is our catalog of recent publications authored by IBM researchers, in collaboration with the global research community. We’re currently adding our back catalog of more than 110,000 publications. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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11 results for S. Sidler

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
Equivalent-accuracy accelerated neural-network training using analogue memory
- - Stefano Ambrogio
  - Pritish Narayanan
  - et al.
- 2018
- Nature
Non-filamentary non-volatile memory elements as synapses in neuromorphic systems
- - Alessandro Fumarola
  - Yusuf Leblebici
  - et al.
- 2019
- NVMTS 2019
Improved deep neural network hardware-Accelerators based on non-volatile-memory: The local gains technique
- - Irem Boybat
  - Carmelo Di Nolfo
  - et al.
- 2017
- ICRC 2017
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
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
Neuromorphic Architecture with 1M Memristive Synapses for Detection of Weakly Correlated Inputs
- - Stanislaw Wozniak
  - Angeliki Pantazi
  - et al.
- 2017
- IEEE TCAS-II
Neuromorphic computing using non-volatile memory
- - Geoffrey W. Burr
  - Robert M. Shelby
  - et al.
- 2016
- Advances in Physics: X