Self-Induced Optical Nonlinear-Nonlocal Effect and Short-Term Memory for Chip-Scale Reservoir Computing

  • Chengkuan Gao
  • , Prabhav Gaur
  • , Shimon Rubin
  • , Yeshaiahu Fainman

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

We demonstrate nonlinear and nonlocal optical phase change effects due to thermocapillary deformation of thin liquid film interacting with photonic mode in silicon photonic waveguide. The interaction allows storing information in the liquid film, achieving short term memory, and implementing compact chip-scale Reservoir Computing (RC).

Original languageEnglish
Title of host publication2024 Conference on Lasers and Electro-Optics, CLEO 2024
PublisherInstitute of Electrical and Electronics Engineers
ISBN (Electronic)9781957171395
DOIs
StatePublished - 1 Jan 2024
Externally publishedYes
Event2024 Conference on Lasers and Electro-Optics, CLEO 2024 - Charlotte, United States
Duration: 7 May 202410 May 2024

Publication series

Name2024 Conference on Lasers and Electro-Optics, CLEO 2024

Conference

Conference2024 Conference on Lasers and Electro-Optics, CLEO 2024
Country/TerritoryUnited States
CityCharlotte
Period7/05/2410/05/24

Keywords

  • Electro-optical waveguides
  • Laser modes
  • Liquid waveguides
  • Liquids
  • Nonlinear optics
  • Optical films
  • Reservoir computing
  • Silicon photonics
  • Waveguide lasers
  • Waveguide transitions

ASJC Scopus subject areas

  • Process Chemistry and Technology
  • Computer Networks and Communications
  • Civil and Structural Engineering
  • Electrical and Electronic Engineering
  • Electronic, Optical and Magnetic Materials
  • Instrumentation
  • Atomic and Molecular Physics, and Optics

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