128 citations · 178 across the 3 of their papers we have counts for
3 papers
cs.SE2016★ 2 cited
Programming Heterogeneous Systems from an Image Processing DSL
Jing Pu, Steven Bell, Xuan Yang +4
Specialized image processing accelerators are necessary to deliver the performance and energy efficiency required by important applications in computer vision, computational photog…
cs.DC2016★ 48 cited
A Systematic Approach to Blocking Convolutional Neural Networks
Xuan Yang, Jing Pu, Blaine Burton Rister +6
Convolutional Neural Networks (CNNs) are the state of the art solution for many computer vision problems, and many researchers have explored optimized implementations. Most impleme…
cs.AR2016★ 128 cited
Dark Memory and Accelerator-Rich System Optimization in the Dark Silicon Era
Ardavan Pedram, Stephen Richardson, Sameh Galal +2
The key challenge to improving performance in the age of Dark Silicon is how to leverage transistors when they cannot all be used at the same time. In modern SOCs, these transistor…