Ultra-Low Precision 4-bit Training of Deep Neural Networks
- Xiao Sun
- Naigang Wang
- et al.
- 2020
- NeurIPS 2020
Conference paper
Publications
300 results for AI Hardware
ScaleCom: Scalable Sparsified Gradient Compression for Communication-Efficient Distributed Training
- Chia-Yu Chen
- Jiamin Ni
- et al.
- 2020
- NeurIPS 2020
Conference paperComparing Fisher Information Regularization with Distillation for DNN Quantization
- Prad Kadambi
- Karthikeyan Natesan Ramamurthy
- et al.
- 2020
- NeurIPS 2020
Workshop paperIn 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
TalkSimplifying Neural Networks via Look Up Tables and Product of Sums Matrix Factorizations
- 2020
- ISCAS 2020
TalkA 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
Conference paperAnalog resistive crossbar arrays for neural network acceleration
- 2020
- DATE 2020
Invited talkSkyNet: a Hardware-Efficient Method for Object Detection and Tracking on Embedded Systems
- Xiaofan Zhang
- Haoming Lu
- et al.
- 2020
- MLSys 2020
Conference paperWeight Programming in DNN Analog Hardware Accelerators in the Presence of NVM Variability
- Charles Mackin
- Sidney Tsai
- et al.
- 2019
- Advanced Electronic Materials
PaperTrueNorth: Design and Tool Flow of a 65 mW 1 Million Neuron Programmable Neurosynaptic Chip
- Filipp Akopyan
- Jun Sawada
- et al.
- 2015
- IEEE TCADIS
Paper