A GPU-Outperforming FPGA Accelerator Architecture for Binary Convolutional Neural Networks

Yixing Li, Zichuan Liu, Kai Xu +2

FPGA-based hardware accelerators for convolutional neural networks (CNNs) have obtained great attentions due to their higher energy efficiency than GPUs. However, it is challenging…