Photonic integrated circuits are facilitating the development of optical neural networks, which
have the potential to be both faster and more energy efficient than their electronic …

Neural networks are effective tools for learning direct and inverse models. Here, we review
two specific applications of neural networks to photonics:(i) learning accurate direct models …