Noise analysis of SOA-based All-optical Photonic Deep Neural Network with WDM input

Abstract

We experimentally verify the noise modeling of SOA-based all-optical neural networks on the OSNR degradation of the neuron: The photonic neural network can scale up to 16×16 neurons per layer, resulting in NRMSE <0.10.