Fiber-optic reservoir computing

Mariia Sorokina*, Sergey Sergeyev, Sergei Turitsyn

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Here we propose a new design of all-optical fiber-based reservoir computing and demonstrate it applicability for prediction tasks using using the standard Mackey-Glass test.

Original languageEnglish
Title of host publicationNonlinear Photonics, NP 2018
PublisherOptical Society of America
VolumePart F108-NP 2018
ISBN (Electronic)9781557528209
DOIs
Publication statusPublished - 5 Jul 2018
EventNonlinear Photonics, NP 2018 - Zurich, Switzerland
Duration: 2 Jul 20185 Jul 2018

Conference

ConferenceNonlinear Photonics, NP 2018
CountrySwitzerland
CityZurich
Period2/07/185/07/18

Fingerprint

Fiber optics
Optical fibers
Glass

Cite this

Sorokina, M., Sergeyev, S., & Turitsyn, S. (2018). Fiber-optic reservoir computing. In Nonlinear Photonics, NP 2018 (Vol. Part F108-NP 2018). Optical Society of America. https://doi.org/10.1364/NP.2018.NpTh4G.5
Sorokina, Mariia ; Sergeyev, Sergey ; Turitsyn, Sergei. / Fiber-optic reservoir computing. Nonlinear Photonics, NP 2018. Vol. Part F108-NP 2018 Optical Society of America, 2018.
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title = "Fiber-optic reservoir computing",
abstract = "Here we propose a new design of all-optical fiber-based reservoir computing and demonstrate it applicability for prediction tasks using using the standard Mackey-Glass test.",
author = "Mariia Sorokina and Sergey Sergeyev and Sergei Turitsyn",
year = "2018",
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Sorokina, M, Sergeyev, S & Turitsyn, S 2018, Fiber-optic reservoir computing. in Nonlinear Photonics, NP 2018. vol. Part F108-NP 2018, Optical Society of America, Nonlinear Photonics, NP 2018, Zurich, Switzerland, 2/07/18. https://doi.org/10.1364/NP.2018.NpTh4G.5

Fiber-optic reservoir computing. / Sorokina, Mariia; Sergeyev, Sergey; Turitsyn, Sergei.

Nonlinear Photonics, NP 2018. Vol. Part F108-NP 2018 Optical Society of America, 2018.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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AU - Sorokina, Mariia

AU - Sergeyev, Sergey

AU - Turitsyn, Sergei

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Sorokina M, Sergeyev S, Turitsyn S. Fiber-optic reservoir computing. In Nonlinear Photonics, NP 2018. Vol. Part F108-NP 2018. Optical Society of America. 2018 https://doi.org/10.1364/NP.2018.NpTh4G.5