Experimental implementation of a photonic neural network with a 1550nm-vcsel subject to optical injection and delayed optical feedback

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

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Abstract

We investigate experimentally the performance of an ultrafast photonic reservoir computer based on an off-the-shelf 1550nm-VCSEL subject to optical injection and delayed optical feedback, creating an artificial network of hundreds of GHz-speed neurons. We also demonstrate successful operation in different complex processing tasks.

Original languageEnglish
Title of host publication2020 IEEE Photonics Conference (IPC)
Place of PublicationNew York
Pages1-2
Number of pages2
ISBN (Electronic)978-1-7281-5891-4
DOIs
Publication statusPublished - 30 Sep 2020
Event2020 IEEE Photonics Conference - Virtual, Vancouver, Canada
Duration: 28 Sep 20201 Oct 2020
https://ieee-ipc.org/about/past-conferences/

Publication series

Name2020 IEEE Photonics Conference (IPC)
PublisherIEEE
ISSN (Print)2374-0140
ISSN (Electronic)2575-274X

Conference

Conference2020 IEEE Photonics Conference
Abbreviated titleIPC 2020
Country/TerritoryCanada
CityVirtual, Vancouver
Period28/09/201/10/20
Internet address

Keywords

  • artificial intelligence
  • optical delayed feedback
  • reservoir computing
  • signal processing
  • VCSEL

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