10 citations · 10 across the 2 of their papers we have counts for
2 papers
cs.AR2021★ 10 cited
On-FPGA Training with Ultra Memory Reduction: A Low-Precision Tensor Method
Kaiqi Zhang, Cole Hawkins, Xiyuan Zhang +2
Various hardware accelerators have been developed for energy-efficient and real-time inference of neural networks on edge devices. However, most training is done on high-performanc…
eess.SP2019
Tucker Tensor Decomposition on FPGA
Kaiqi Zhang, Xiyuan Zhang, Zheng Zhang
Tensor computation has emerged as a powerful mathematical tool for solving high-dimensional and/or extreme-scale problems in science and engineering. The last decade has witnessed…