Optimizing the Convolution Operation to Accelerate Deep Neural Networks on FPGA

Ma*, Yufei, Yu Cao, Sarma Vrudhula, and Jae-Sun Seo. “Optimizing the Convolution Operation to Accelerate Deep Neural Networks on FPGA.” IEEE Transactions on Very Large Scale Integration (VLSI) Systems (TVLSI) 26, no. 7 (2018): 1354 - 1367. Copy at http://scholar.pku.edu.cn/yufei.ma/publications/optimizing-convolution-operation-accelerate-deep-neural-networks-fpga