Publications

240 results for AI Hardware

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
- - Chai Wah Wu
- 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
- - Martin Frank
- 2020
- DATE 2020
SkyNet: a Hardware-Efficient Method for Object Detection and Tracking on Embedded Systems
- - Xiaofan Zhang
  - Haoming Lu
  - et al.
- 2020
- MLSys 2020
Weight Programming in DNN Analog Hardware Accelerators in the Presence of NVM Variability
- - Charles Mackin
  - Sidney Tsai
  - et al.
- 2019
- Advanced Electronic Materials
TrueNorth: Design and Tool Flow of a 65 mW 1 Million Neuron Programmable Neurosynaptic Chip
- - Filipp Akopyan
  - Jun Sawada
  - et al.
- 2015
- IEEE TCADIS