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Bandwidth Enhanced Operation of Photonic Time Delay Reservoir Computing

descriptionPublicationkeyboard_double_arrow_right Article , Conference object 01 Dec 2020 Spain Publisher:IEEEJournal:2020 European Conference on Optical Communications (ECOC)

Authors: Estébanez, Irene; Schwind, Janek; Fischer, Ingo; Argyris, Apostolos;

doi: 10.1109/ecoc48923.2020.9333327

handle: 10261/238384

Bandwidth Enhanced Operation of Photonic Time Delay Reservoir Computing

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Abstract

We show numerically and experimentally that strong optical injection can enhance the operating bandwidth of semiconductor lasers with optical feedback in a photonic time-delay reservoir computing configuration. Its operating conditions can be significantly expanded while maintaining competitive computational performance in a time-series prediction task.

Trabajo presentado en la 46th European Conference on Optical Communication (ECOC), celebrada en Bruselas del 6 al 10 de diciembre de 2020.

Country

Spain

Related Organizations

Spanish National Research Council
Spain
University of Münster
Germany
Institute for Cross-Disciplinary Physics and Complex Systems
Spain

Keywords

Semiconductor lasers, Bandwidth, Photonics, Reservoirs, Task analysis, Optical feedback, Robustness

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