Abstract:
Artificial Neural Networks (ANN) have dramatically improved performance for many machine learning tasks. We demonstrate new architectures based on Photonic Integrated Cir...Show MoreMetadata
Abstract:
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.
Published in: 2018 Photonics in Switching and Computing (PSC)
Date of Conference: 19-21 September 2018
Date Added to IEEE Xplore: 01 July 2019
ISBN Information:
Print on Demand(PoD) ISSN: 2155-8507