Prospects for photonic implementations of neuromorphic devices and systems
- Bert J. Offrein
- Jacqueline Geler-Kremer
- et al.
- 2020
- IEDM 2020
Publications
273 results for AI Hardware
On-chip phase change optical matrix multiplication core
- Xuan Li
- Nathan Youngblood
- et al.
- 2020
- IEDM 2020
Precision of synaptic weights programmed in phase-change memory devices for deep learning inference
- S. R. Nandakumar
- Irem Boybat
- et al.
- 2020
- IEDM 2020
ScaleCom: Scalable Sparsified Gradient Compression for Communication-Efficient Distributed Training
- Chia-Yu Chen
- Jiamin Ni
- et al.
- 2020
- NeurIPS 2020
Ultra-Low Precision 4-bit Training of Deep Neural Networks
- Xiao Sun
- Naigang Wang
- et al.
- 2020
- NeurIPS 2020
Comparing Fisher Information Regularization with Distillation for DNN Quantization
- Prad Kadambi
- Karthikeyan Natesan Ramamurthy
- et al.
- 2020
- NeurIPS 2020
In Situ Scanning Transmission Electron Diffraction of Individual Electrically-Biased Phase Change Memory Ag-In-Sb-Te Line Cells
- Vadim Migunov
- Xuan Thang Vu
- et al.
- 2020
- MRS Fall Meeting 2020
Simplifying Neural Networks via Look Up Tables and Product of Sums Matrix Factorizations
- 2020
- ISCAS 2020
A 3.0 TFLOPS 0.62V Scalable Processor Core for High Compute Utilization AI Training and Inference
- Jinwook Oh
- Sae Kyu Lee
- et al.
- 2020
- VLSI Circuits 2020
Analog resistive crossbar arrays for neural network acceleration
- 2020
- DATE 2020