Neural network accelerator design with resistive crossbars: Opportunities and challenges
- Shubham Jain
- Aayush Ankit
- et al.
- 2019
- IBM J. Res. Dev
Paper
Publications
178 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
PaperRAPA-convNets: Modified convolutional networks for accelerated training on architectures with analog arrays
- Malte J. Rasch
- Tayfun Gokmen
- et al.
- 2019
- Frontiers in Neuroscience
PaperReliability Challenges with Materials for Analog Computing
- Eduard Cartier
- Wanki Kim
- et al.
- 2019
- IRPS 2019
Conference paperLightweight Refresh Method for PCM-based Neuromorphic Circuits
- M. Ito
- Masatoshi Ishii
- et al.
- 2018
- NANO 2018
Conference paperECRAM as Scalable Synaptic Cell for High-Speed, Low-Power Neuromorphic Computing
- Jianshi Tang
- Douglas M. Bishop
- et al.
- 2018
- IEDM 2018
Conference paperAnalog Computing for Deep Learning: Algorithms, Materials Architectures
- Wilfried Haensch
- 2018
- IEDM 2018
Conference paperThe Next Generation of Deep Learning Hardware: Analog Computing
- Wilfried Haensch
- Tayfun Gokmen
- et al.
- 2019
- Proceedings of the IEEE
PaperCapacitor-based cross-point array for analog neural network with record symmetry and linearity
- Y. Li
- S. Kim
- et al.
- 2018
- VLSI Technology 2018
Conference paperTraining LSTM Networks With Resistive Cross-Point Devices
- Tayfun Gokmen
- Malte J. Rasch
- et al.
- 2018
- Frontiers in Neuroscience
Paper