2 papers
cs.CV2018
DAC-SDC Low Power Object Detection Challenge for UAV Applications
Xiaowei Xu, Xinyi Zhang, Bei Yu +4
The 55th Design Automation Conference (DAC) held its first System Design Contest (SDC) in 2018. SDC'18 features a lower power object detection challenge (LPODC) on designing and im…
cs.NE2018
Method for Hybrid Precision Convolutional Neural Network Representation
Mo'taz Al-Hami, Marcin Pietron, Rishi Kumar +3
This invention addresses fixed-point representations of convolutional neural networks (CNN) in integrated circuits. When quantizing a CNN for a practical implementation there is a…