9 citations · 14 across the 5 of their papers we have counts for
Showing 2020Show all
2 papers · 1 filter
cs.CR2020★ 2 cited
Neighbors From Hell: Voltage Attacks Against Deep Learning Accelerators on Multi-Tenant FPGAs
Andrew Boutros, Mathew Hall, Nicolas Papernot +1
Field-programmable gate arrays (FPGAs) are becoming widely used accelerators for a myriad of datacenter applications due to their flexibility and energy efficiency. Among these app…
cs.AR2020★ 3 cited
HPIPE: Heterogeneous Layer-Pipelined and Sparse-Aware CNN Inference for FPGAs
Mathew Hall, Vaughn Betz
We present both a novel Convolutional Neural Network (CNN) accelerator architecture and a network compiler for FPGAs that outperforms all prior work. Instead of having generic proc…