Statistical Computing in Photonic Integrated Circuits

摘要

Artificial Neural Networks (ANN) have dramatically improved performance for many machine learning tasks. We demonstrate new architectures based on Photonic Integrated Circuits for carrying out ANN and other statistical processing tasks. I will discuss how it can enable orders of magnitude enhancement in computational speed, latency and power efficiency over state of the arts electronics.