Statistical Computing in Photonic Integrated Circuits | IEEE Conference Publication | IEEE Xplore

Statistical Computing in Photonic Integrated Circuits


Abstract:

Artificial Neural Networks (ANN) have dramatically improved performance for many machine learning tasks. We demonstrate new architectures based on Photonic Integrated Cir...Show More

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.
Date of Conference: 19-21 September 2018
Date Added to IEEE Xplore: 01 July 2019
ISBN Information:
Print on Demand(PoD) ISSN: 2155-8507
Conference Location: Limassol, Cyprus

References

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