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
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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Year
54 results for Sidney Tsai
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
Confined PCM-based Analog Synaptic Devices offering Low Resistance-drift and 1000 Programmable States for Deep Learning
- W. Kim
- R. L. Bruce
- et al.
- 2019
- VLSI Technology 2019
Capacitor-based cross-point array for analog neural network with record symmetry and linearity
- Y. Li
- S. Kim
- et al.
- 2018
- VLSI Technology 2018
High performance and low leakage current InGaAs-on-silicon FinFETs with 20 nm gate length
- Xiao Sun
- C. P. D’Emic
- et al.
- 2017
- VLSI Technology 2017
Resistivity of copper interconnects beyond the 7 nm node
- Adam Pyzyna
- R. L. Bruce
- et al.
- 2015
- VLSI Technology 2015
Electrical characterization of FinFETs with fins formed by directed self assembly at 29 nm fin pitch using a self-aligned fin customization scheme
- Hsinyu Tsai
- H. Miyazoe
- et al.
- 2014
- IEDM 2014
Optimised weight programming for analogue memory-based deep neural networks
- Charles Mackin
- Malte Rasch
- et al.
- 2022
- MRS Fall Meeting 2022
Analog In-Memory Computing for Deep Neural Network Acceleration
- Andrea Fasoli
- Geoffrey Burr
- et al.
- 2023
- MRS Spring Meeting 2023
Progress in Analog DNN Hardware Accelerators using Phase Change Materials
- Charles Mackin
- Hsinyu Tsai
- et al.
- 2020
- MRS Fall Meeting 2020