An Energy-efficient Non-volatile Silicon Photonic Accelerator for Convolutional Neural Networks (NVSP-CNNs)
Zhiyuan Liu, Pengxing Guo, Peng Zhao, Weigang Hou, Lei Guo · 2021
In this paper, we proposed a non-volatile silicon photonic (NVSP) CNN accelerator architecture. Simulation results demonstrate that compared with traditional photonic CNN accelerator DEAP-CNNs, our architecture can reduce the power loss by 29.47%.