Advances in fiber-based time-delay reservoir computing

Apostolos Argyris; Ingo Fischer

doi:10.1364/CLEO_SI.2021.SM1B.3

Conference on Lasers and Electro-Optics
OSA Technical Digest (Optica Publishing Group, 2021),
paper SM1B.3
•https://doi.org/10.1364/CLEO_SI.2021.SM1B.3

Advances in fiber-based time-delay reservoir computing

Apostolos Argyris and Ingo Fischer

CLEO: Science and Innovations 2021

San Jose, California United States
9–14 May 2021
ISBN: 978-1-943580-91-0

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Optical Machine Learning and Security (SM1B)

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A. Argyris and I. Fischer, "Advances in fiber-based time-delay reservoir computing," in Conference on Lasers and Electro-Optics, J. Kang, S. Tomasulo, I. Ilev, D. Müller, N. Litchinitser, S. Polyakov, V. Podolskiy, J. Nunn, C. Dorrer, T. Fortier, Q. Gan, and C. Saraceno, eds., OSA Technical Digest (Optica Publishing Group, 2021), paper SM1B.3.

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Abstract

Here we present the recent advances of time-delay reservoir computing systems, built with standard fiber optic components and applied to the post-detection processing of optical communication signals.

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