First demonstration of a two-layer all-optical neural network by using photonic integrated chips and SOAs

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Abstract

We demonstrate the first all-optical feed-forward neural networks constituted by two full photonic layers of neurons based on SOAs with Broadcast and Weighting protocol. The impact of optical nonlinear function is studied and signal processing with 10 Gbit/s binary sequences is presented which results in 0.21 error.
Original languageEnglish
Title of host publication45th European Conference on Optical Communication, ECOC 2019
PublisherInstitution of Engineering and Technology (IET)
Number of pages4
ISBN (Print)978-1-83953-185-9
DOIs
Publication statusPublished - 30 Jun 2020
Event45th European Conference on Optical Communication (ECOC 2019) - Dublin, Ireland
Duration: 22 Sep 201926 Sep 2019
Conference number: 45
https://www.ecoc2019.org/

Publication series

NameIET Conference Publications
NumberCP765

Conference

Conference45th European Conference on Optical Communication (ECOC 2019)
Abbreviated titleECOC 2019
Country/TerritoryIreland
CityDublin
Period22/09/1926/09/19
Internet address

Keywords

  • All-optical Neural Network
  • Photonic Integrated Circuit
  • Photonic Neural Network
  • Semiconductor Optical Amplifier

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