Throughput-Optimized OpenCL-based FPGA Accelerator for Large-Scale Convolutional Neural Networks

Suda, Naveen, Vikas Chandra, Ganesh Dasika, Abinash Mohanty, Yufei Ma, Sarma Vrudhula, Jae-Sun Seo, and Yu Cao. “Throughput-Optimized OpenCL-based FPGA Accelerator for Large-Scale Convolutional Neural Networks.” ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA), 2016. Copy at http://scholar.pku.edu.cn/yufei.ma/publications/throughput-optimized-opencl-based-fpga-accelerator-large-scale-convolutional