Hardware Architecture and Algorithm Co-design for Multi-Layer Photonic Neuromorphic Network with Excitable VCSELs-SA
Shuiying Xiang, Zhenxing Ren, Yahui Zhang, Xingxing Guo, Ziwei Song, Aijun Wen, Yue Hao · 2020
We design a multi-layer photonic spiking neural network with excitable VCSELs-SA. Numerical results based on the rate-equation models show that the proposed neuromorphic network architecture is capable of solving the classical XOR problem by supervised-learning.