Fiber-Optic Reservoir Computing

Mariia Sorokina; Sergey Sergeyev; Sergei Turitsyn

doi:10.1364/NP.2018.NpTh4G.5

Advanced Photonics 2018 (BGPP, IPR, NP, NOMA, Sensors, Networks, SPPCom, SOF)
OSA Technical Digest (online) (Optica Publishing Group, 2018),
paper NpTh4G.5
•https://doi.org/10.1364/NP.2018.NpTh4G.5

Fiber-Optic Reservoir Computing

Mariia Sorokina, Sergey Sergeyev, and Sergei Turitsyn

Nonlinear Photonics 2018

Zurich Switzerland
2–5 July 2018
ISBN: 978-1-943580-43-9

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Applications of Complexity (NpTh4G)

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M. Sorokina, S. Sergeyev, and S. Turitsyn, "Fiber-Optic Reservoir Computing," in Advanced Photonics 2018 (BGPP, IPR, NP, NOMA, Sensors, Networks, SPPCom, SOF), OSA Technical Digest (online) (Optica Publishing Group, 2018), paper NpTh4G.5.

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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.

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