Hardware Architecture and Algorithm Co-Design for Multi-Layer Photonic Neuromorphic Network with Excitable VCSELs-SA

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.