4.5 Article

Thin liquid film as an optical nonlinear-nonlocal medium and memory element in integrated optofluidic reservoir computer

Journal

ADVANCED PHOTONICS
Volume 4, Issue 4, Pages -

Publisher

SPIE-SOC PHOTO-OPTICAL INSTRUMENTATION ENGINEERS
DOI: 10.1117/1.AP.4.4.046005

Keywords

light-liquid interaction; optofluidics; nanophotonics; silicon photonics; reservoir computing; thermocapillary effect

Categories

Funding

  1. DARPA Defense Sciences Office NAC Program [HR00112090009]
  2. DARPA Defense Sciences Office NLM Program
  3. Office of Naval Research (ONR)
  4. National Science Foundation (NSF) [CBET-1704085, DMR-1707641, NSF ECCS-180789, NSF ECCS-190184, NSF ECCS-2023730]
  5. Army Research Office (ARO)
  6. San Diego Nanotechnology Infrastructure (SDNI) - NSF National Nanotechnology Coordinated Infrastructure [ECCS-2025752]
  7. Quantum Materials for Energy Efficient Neuromorphic Computing - an Energy Frontier Research Center - U.S. Department of Energy (DOE) Office of Science, Basic Energy Sciences [DE-SC0019273]
  8. Cymer Corporation

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Understanding light-matter interaction is crucial for harnessing physical effects in integrated photonics platforms. In this study, we designed and characterized optofluidic components and computationally predicted various physical effects. Our results demonstrate the potential of light-driven deformation as a reservoir computer.
Understanding light-matter interaction lies at the core of our ability to harness physical effects and to translate them into new capabilities realized in modern integrated photonics platforms. Here, we present the design and characterization of optofluidic components in an integrated photonics platform and computationally predict a series of physical effects that rely on thermocapillary-driven interaction between waveguide modes and topography changes of optically thin liquid dielectric film. Our results indicate that this coupling introduces substantial self-induced phase change and transmittance change in a single channel waveguide, transmittance through the Bragg grating waveguide, and nonlocal interaction between adjacent waveguides. We then employ the self-induced effects together with the inherent built-in finite relaxation time of the liquid film, to demonstrate that the light-driven deformation can serve as a reservoir computer capable of performing digital and analog tasks, where the gas-liquid interface operates both as a nonlinear actuator and as an optical memory element.

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