Thin liquid film as an optical nonlinear-nonlocal medium and memory element in integrated optofluidic reservoir computer
Chengkuan Gao, Prabhav Gaur, Shimon Rubin, Yeshaiahu Fainman

TL;DR
This paper explores the use of a thin liquid film in integrated photonics as a nonlinear, nonlocal medium and optical memory element, enabling novel light-matter interactions and reservoir computing capabilities.
Contribution
It introduces a new optofluidic platform with thermocapillary-driven effects that enable optical phase modulation and memory functions in integrated photonics.
Findings
Self-induced phase change in waveguides due to liquid film deformation
Nonlocal interactions between adjacent waveguides
Demonstration of reservoir computing using the liquid film as a nonlinear, memory element
Abstract
Understanding light-matter interaction enables harnessing physical effects to translate into new capabilities realized in modern integrated photonics platforms. Here, we present the design and characterization of optofluidic components in integrated photonics platform, and numerically predict a series of novel physical effects which rely on thermocapillary-driven interaction between waveguide modes to topography changes of optically thin liquid dielectric film. Our results indicate that this coupling introduces substantial self-induced phase change in a single channel waveguide, transmittance through Bragg grating waveguide and nonlocal interaction between adjacent waveguides. We then employ the self-induced phase change together with the inherent built-in finite relaxation time of the liquid film, to demonstrate that its light-driven deformation can serve as a reservoir computer…
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Taxonomy
TopicsNeural Networks and Reservoir Computing · Photonic and Optical Devices · Nonlinear Dynamics and Pattern Formation
