Optical neural network based on synthetic photonic lattices
| dc.contributor.author | Pankov, Artem V. | en |
| dc.contributor.author | Sidelnikov, Oleg S. | en |
| dc.contributor.author | Vatnik, Ilya D. | en |
| dc.contributor.author | Churkin, Dmitry V. | en |
| dc.contributor.author | Sukhorukov, Andrey A. | en |
| dc.date.accessioned | 2025-06-24T02:35:17Z | |
| dc.date.available | 2025-06-24T02:35:17Z | |
| dc.date.issued | 2021 | en |
| dc.description.abstract | We reveal that synthetic photonic lattices based on coupled fiber loops can realize deep neural networks for coherent manipulation of optical pulse trains, which could lead to advances in communications and real-Time data analysis. We show the platform feasibility for an essential task of telecommunication signal equalization. We also demonstrated that utilizing all-optical Kerr nonlinearity within the system may open a path to complex signal manipulation. | en |
| dc.description.sponsorship | This work is supported by Ministry of Education and Science of the Russian Federation (FSUS-2020-0034) and the Australian Research Council (DP190100277). | en |
| dc.description.status | Peer-reviewed | en |
| dc.identifier.isbn | 9781510644762 | en |
| dc.identifier.issn | 0277-786X | en |
| dc.identifier.scopus | 85118172070 | en |
| dc.identifier.uri | http://www.scopus.com/inward/record.url?scp=85118172070&partnerID=8YFLogxK | en |
| dc.identifier.uri | https://hdl.handle.net/1885/733764626 | |
| dc.language.iso | en | en |
| dc.publisher | SPIE | en |
| dc.relation.ispartof | Optics and Photonics for Information Processing XV | en |
| dc.relation.ispartofseries | Optics and Photonics for Information Processing XV 2021 | en |
| dc.relation.ispartofseries | Proceedings of SPIE - The International Society for Optical Engineering | en |
| dc.rights | Publisher Copyright: © 2021 SPIE. | en |
| dc.subject | Deep Neural Network | en |
| dc.subject | Optical Neural Networks | en |
| dc.subject | Synthetic Photonic Lattices | en |
| dc.title | Optical neural network based on synthetic photonic lattices | en |
| dc.type | Conference paper | en |
| dspace.entity.type | Publication | en |
| local.contributor.affiliation | Pankov, Artem V.; Novosibirsk State University | en |
| local.contributor.affiliation | Sidelnikov, Oleg S.; Novosibirsk State University | en |
| local.contributor.affiliation | Vatnik, Ilya D.; Novosibirsk State University | en |
| local.contributor.affiliation | Churkin, Dmitry V.; Novosibirsk State University | en |
| local.contributor.affiliation | Sukhorukov, Andrey A.; Department of Electronic Materials Engineering, Research School of Physics, ANU College of Science and Medicine, The Australian National University | en |
| local.identifier.ariespublication | a383154xPUB24247 | en |
| local.identifier.doi | 10.1117/12.2594086 | en |
| local.identifier.essn | 1996-756X | en |
| local.identifier.pure | 063430b3-b4e8-4036-841d-8a66ee47dc6c | en |
| local.identifier.url | https://www.scopus.com/pages/publications/85118172070 | en |
| local.type.status | Published | en |