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Chaotic photonic reservoir computing with complex dynamics in multimode fibers

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dc.conference.date2025-05-04 through 2025-05-09
dc.conference.locationLong Beach
dc.conference.organizerOptica Publishing Group
dc.contributor.departmentDepartment of Electrical and Electronics Engineering
dc.contributor.kuauthorTeğin, Uğur
dc.contributor.kuauthorKesgin, Bahadır Utku
dc.contributor.schoolcollegeinstituteCollege of Engineering
dc.date.accessioned2025-12-31T08:19:44Z
dc.date.available2025-12-31
dc.date.issued2025
dc.description.abstractWe implement chaotic photonic neural networks by utilizing instabilities in modal energy flow in a graded-index fiber. Reaching accuracies that are on par with neural networks, our methodology is a potential alternative to conventional methods. © 2025 The Author(s)
dc.description.fulltextNo
dc.description.harvestedfromManual
dc.description.indexedbyScopus
dc.description.publisherscopeInternational
dc.description.readpublishN/A
dc.description.sponsoredbyTubitakEuTÜBİTAK
dc.description.sponsorshipTürkiye Bilimsel ve Teknolojik Araştırma Kurumu, TUBITAK, (123F171)
dc.identifier.doi10.1364/CLEO_SI.2025.SS178_7
dc.identifier.embargoNo
dc.identifier.grantno123F171
dc.identifier.isbn9781957171500
dc.identifier.quartileN/A
dc.identifier.urihttps://hdl.handle.net/20.500.14288/31472
dc.identifier.urihttps://doi.org/10.1364/CLEO_SI.2025.SS178_7
dc.keywordsNeural networks
dc.keywordsPhotonics
dc.language.isoeng
dc.publisherInstitute of Electrical and Electronics Engineers
dc.relation.affiliationKoç University
dc.relation.collectionKoç University Institutional Repository
dc.relation.ispartof2025 Conference on Lasers and Electro-Optics, CLEO 2025
dc.relation.openaccessNo
dc.rightsCopyrighted
dc.subjectElectrical and Electronics Engineering
dc.titleChaotic photonic reservoir computing with complex dynamics in multimode fibers
dc.typeConference Proceeding
dspace.entity.typePublication
person.familyNameTeğin
person.familyNameKesgin
person.givenNameUğur
person.givenNameBahadır Utku
relation.isOrgUnitOfPublication21598063-a7c5-420d-91ba-0cc9b2db0ea0
relation.isOrgUnitOfPublication.latestForDiscovery21598063-a7c5-420d-91ba-0cc9b2db0ea0
relation.isParentOrgUnitOfPublication8e756b23-2d4a-4ce8-b1b3-62c794a8c164
relation.isParentOrgUnitOfPublication.latestForDiscovery8e756b23-2d4a-4ce8-b1b3-62c794a8c164

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