A Survey of FPGA Based Deep Learning Accelerators: Challenges and Opportunities

no code implementations • 25 Dec 2018 • Teng Wang, Chao Wang, Xuehai Zhou, Huaping Chen

With the rapid development of in-depth learning, neural network and deep learning algorithms have been widely used in various fields, e. g., image, video and voice processing.

DLAU: A Scalable Deep Learning Accelerator Unit on FPGA

no code implementations • 23 May 2016 • Chao Wang, Qi Yu, Lei Gong, Xi Li, Yuan Xie, Xuehai Zhou

As the emerging field of machine learning, deep learning shows excellent ability in solving complex learning problems.