Fully On-Chip MAC at 14 nm Enabled by Accurate Row-Wise Programming of PCM-Based Weights and Parallel Vector-Transport in Duration-Format
- Pritish Narayanan
- Stefano Ambrogio
- et al.
- 2021
- IEEE T-ED
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
49 results for Wilfried Haensch
Analysis of Effect of Weight Variation on SNN Chip with PCM-Refresh Method
- A. Nomura
- M. Ito
- et al.
- 2019
- Neural Processing Letters
Demonstration of a high extinction ratio monolithic CMOS integrated nanophotonic transmitter and 16 Gb/s optical link
- Douglas M. Gill
- Jonathan E. Proesel
- et al.
- 2015
- IEEE JSTQE
Neural Network Training With Asymmetric Crosspoint Elements
- Murat Onen
- Tayfun Gokmen
- et al.
- 2022
- Frontiers in Artificial Intelligence
Training large-scale artificial neural networks on simulated resistive crossbar arrays
- Malte J. Rasch
- Tayfun Gokmen
- et al.
- 2020
- IEEE Design and Test
Algorithm for Training Neural Networks on Resistive Device Arrays
- Tayfun Gokmen
- Wilfried Haensch
- 2020
- Frontiers in Neuroscience
Neural network accelerator design with resistive crossbars: Opportunities and challenges
- Shubham Jain
- Aayush Ankit
- et al.
- 2019
- IBM J. Res. Dev
RAPA-convNets: Modified convolutional networks for accelerated training on architectures with analog arrays
- Malte J. Rasch
- Tayfun Gokmen
- et al.
- 2019
- Frontiers in Neuroscience
The Next Generation of Deep Learning Hardware: Analog Computing
- Wilfried Haensch
- Tayfun Gokmen
- et al.
- 2019
- Proceedings of the IEEE
Training LSTM Networks With Resistive Cross-Point Devices
- Tayfun Gokmen
- Malte J. Rasch
- et al.
- 2018
- Frontiers in Neuroscience