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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48 results for Stefano Ambrogio

Toward Software-Equivalent Accuracy on Transformer-Based Deep Neural Networks With Analog Memory Devices
- - Katherine Spoon
  - Hsinyu Tsai
  - et al.
- 2021
- Frontiers in Computational Neuroscience
Emerging neuromorphic devices
- - Daniele Ielmini
  - Stefano Ambrogio
- 2019
- Nanotechnology
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
Weight Programming in DNN Analog Hardware Accelerators in the Presence of NVM Variability
- - Charles Mackin
  - Sidney Tsai
  - et al.
- 2019
- Advanced Electronic Materials
Training fully connected networks with resistive memories: Impact of device failures
- - Louis P. Romero
  - Stefano Ambrogio
  - et al.
- 2019
- Faraday Discussions
Recommended Methods to Study Resistive Switching Devices
- - Mario Lanza
  - H. S.Philip Philip Wong
  - et al.
- 2018
- Advanced Electronic Materials
Recent progress in analog memory-based accelerators for deep learning
- - Hsinyu Tsai
  - Stefano Ambrogio
  - et al.
- 2018
- Journal of Physics D: Applied Physics