Reducing the Impact of Phase-Change Memory Conductance Drift on the Inference of large-scale Hardware Neural Networks
- 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.
51 results for Sidney Tsai
Inference of Long-Short Term Memory networks at software-equivalent accuracy using 2.5M analog Phase Change Memory devices
- 2019
- VLSI Technology 2019
Confined PCM-based Analog Synaptic Devices offering Low Resistance-drift and 1000 Programmable States for Deep Learning
- 2019
- VLSI Technology 2019
Capacitor-based cross-point array for analog neural network with record symmetry and linearity
- 2018
- VLSI Technology 2018
High performance and low leakage current InGaAs-on-silicon FinFETs with 20 nm gate length
- 2017
- VLSI Technology 2017
Resistivity of copper interconnects beyond the 7 nm node
- 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
- 2014
- IEDM 2014
Optimised weight programming for analogue memory-based deep neural networks
- 2022
- MRS Fall Meeting 2022
Optimized Weight Programming for Analog Memory-based Deep Neural Networks
- 2022
- MRS Fall Meeting 2022
Progress in Analog DNN Hardware Accelerators using Phase Change Materials
- 2020
- MRS Fall Meeting 2020