Fiber-optic reservoir computing

Mariia Sorokina; Sergey Sergeyev; Sergei Turitsyn

doi:10.1364/NP.2018.NpTh4G.5

Fiber-optic reservoir computing

Mariia Sorokina^*, Sergey Sergeyev, Sergei Turitsyn

^*Corresponding author for this work

Research output: Chapter in Book/Published conference output › Conference publication

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 language	English
Title of host publication	Nonlinear Photonics, NP 2018
Volume	Part F108-NP 2018
ISBN (Electronic)	9781557528209
DOIs	https://doi.org/10.1364/NP.2018.NpTh4G.5
Publication status	Published - 5 Jul 2018
Event	Nonlinear Photonics, NP 2018 - Zurich, Switzerland Duration: 2 Jul 2018 → 5 Jul 2018

Conference

Conference	Nonlinear Photonics, NP 2018
Country/Territory	Switzerland
City	Zurich
Period	2/07/18 → 5/07/18

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10.1364/NP.2018.NpTh4G.5

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@inproceedings{7aeccc3981af42a3b9bf5eaec523f602,

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",

month = jul,

day = "5",

doi = "10.1364/NP.2018.NpTh4G.5",

language = "English",

volume = "Part F108-NP 2018",

booktitle = "Nonlinear Photonics, NP 2018",

note = "Nonlinear Photonics, NP 2018 ; Conference date: 02-07-2018 Through 05-07-2018",

}

TY - GEN

T1 - Fiber-optic reservoir computing

AU - Sorokina, Mariia

AU - Sergeyev, Sergey

AU - Turitsyn, Sergei

PY - 2018/7/5

Y1 - 2018/7/5

N2 - 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.

AB - 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.

UR - http://www.scopus.com/inward/record.url?scp=85051262164&partnerID=8YFLogxK

UR - https://www.osapublishing.org/abstract.cfm?URI=NP-2018-NpTh4G.5

U2 - 10.1364/NP.2018.NpTh4G.5

DO - 10.1364/NP.2018.NpTh4G.5

M3 - Conference publication

AN - SCOPUS:85051262164

VL - Part F108-NP 2018

BT - Nonlinear Photonics, NP 2018

T2 - Nonlinear Photonics, NP 2018

Y2 - 2 July 2018 through 5 July 2018

ER -

Fiber-optic reservoir computing

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