Recurrent neural network equalizer to extend input power dynamic range of SOA in 100Gb/s/λ PON

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dc.contributor.authorMurphy, Stephen
dc.contributor.authorTownsend, Paul D.
dc.contributor.authorAntony, Cleitus
dc.contributor.funderScience Foundation Irelanden
dc.date.accessioned2022-11-29T12:10:07Z
dc.date.available2022-11-29T12:10:07Z
dc.date.issued2022-09-23
dc.date.updated2022-11-29T11:55:14Z
dc.description.abstractWe propose a novel equalization scheme for 100Gb/s/λ PAM4 PON based on Gated Recurrent Neural Network to increase SOA preamplifier input power dynamic range tolerance to 30 dB below hard-decision FEC BER limit of 3.8×10 −3.en
dc.description.sponsorshipScience Foundation Ireland (12/RC/2276P2)en
dc.description.statusPeer revieweden
dc.description.versionAccepted Versionen
dc.format.mimetypeapplication/pdfen
dc.identifier.articleidSW4E.1en
dc.identifier.citationMurphy, S., Townsend, P. D. and Antony, C. (2022) 'Recurrent neural network equalizer to extend input power dynamic range of SOA in 100Gb/s/λ PON', 2022 Conference on Lasers and Electro-Optics (CLEO), San Jose, CA, USA, 15-20 May. Available at: https://ieeexplore.ieee.org/document/9889990 (Accessed: 29 November 2022)en
dc.identifier.endpage2en
dc.identifier.isbn978-1-957171-05-0
dc.identifier.isbn978-1-6654-6666-0
dc.identifier.issn2160-8989
dc.identifier.startpage1en
dc.identifier.urihttps://hdl.handle.net/10468/13887
dc.language.isoenen
dc.publisherInstitute of Electrical and Electronics Engineers (IEEE)en
dc.relation.urihttps://ieeexplore.ieee.org/document/9889990
dc.rights© 2022, the Authors. Published by IEEE. CLEO 2022 © Optica Publishing Group 2022.en
dc.subjectRecurrent neural networksen
dc.subjectEqualizersen
dc.subjectDynamic rangeen
dc.subjectLogic gatesen
dc.subjectLasers and electroopticsen
dc.subjectPreamplifiersen
dc.subjectElectrooptical waveguidesen
dc.subject~Tyndall National Institute - Conference Items~en
dc.titleRecurrent neural network equalizer to extend input power dynamic range of SOA in 100Gb/s/λ PONen
dc.typeConference itemen
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