High-speed time series prediction and classification on an all-optical neural network

Aashu Jha, Chaoran Huang, Hsuan Tung Peng, Weipeng Zhang, Bhavin Shastri, Paul R. Prucnal

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

We experimentally demonstrate high-speed time series prediction and binary classification tasks using an all-optical integrated SiN-based nonlinear photonic node in a time-delay based reservoir architecture.

Original languageEnglish (US)
Title of host publicationOptical Fiber Communication Conference, OFC 2016
PublisherOptica Publishing Group (formerly OSA)
ISBN (Electronic)9781943580071
StatePublished - 2016
EventOptical Fiber Communication Conference, OFC 2016 - Anaheim, United States
Duration: Mar 20 2016Mar 22 2016

Publication series

NameOptics InfoBase Conference Papers
ISSN (Electronic)2162-2701

Conference

ConferenceOptical Fiber Communication Conference, OFC 2016
Country/TerritoryUnited States
CityAnaheim
Period3/20/163/22/16

All Science Journal Classification (ASJC) codes

  • Electronic, Optical and Magnetic Materials
  • Mechanics of Materials

Fingerprint

Dive into the research topics of 'High-speed time series prediction and classification on an all-optical neural network'. Together they form a unique fingerprint.

Cite this