Low Precision Floating-point Arithmetic for High Performance FPGA-based CNN Acceleration

Chen Wu, Mingyu Wang, Xinyuan Chu +2

Low precision data representation is important to reduce storage size and memory access for convolutional neural networks (CNNs). Yet, existing methods have two major limitations:…