Reservoir computing with optofluidic nonlinearity and short-term memory

Chengkuan Gao; Prabhav Gaur; Shimon Rubin; Yeshaiahu Fainman

doi:10.1117/12.2673205

5 October 2023 Reservoir computing with optofluidic nonlinearity and short-term memory

Chengkuan Gao, Prabhav Gaur, Shimon Rubin, Yeshaiahu Fainman

Proceedings Volume 12681, Ultrafast Nonlinear Imaging and Spectroscopy XI; 1268104 (2023) https://doi.org/10.1117/12.2673205
Event: SPIE Optical Engineering + Applications, 2023, San Diego, California, United States

Abstract

We report a novel Reservoir Computing (RC) processor exploiting nonlinearity and memory effects in a thin liquid film cladding integrated with a Si-Photonic device. We report the multiphysics processes resulting in a Thermocapillary (TC) effect that serve as a source of nonlinear response and a short-term memory at the same time.

Conference Presentation

(2023) Published by SPIE. Downloading of the abstract is permitted for personal use only.

Citation Download Citation

Chengkuan Gao, Prabhav Gaur, Shimon Rubin, and Yeshaiahu Fainman "Reservoir computing with optofluidic nonlinearity and short-term memory", Proc. SPIE 12681, Ultrafast Nonlinear Imaging and Spectroscopy XI, 1268104 (5 October 2023); https://doi.org/10.1117/12.2673205

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