Zobrazeno 1 - 7
of 7
pro vyhledávání: '"Jeremy Vatin"'
Publikováno v:
APL Photonics, Vol 5, Iss 8, Pp 086105-086105-7 (2020)
We experimentally demonstrate the possibility to process two tasks in parallel with a photonic reservoir computer based on a vertical-cavity surface-emitting laser (VCSEL) as a physical node with time-delay optical feedback. The two tasks are injecte
Externí odkaz:
https://doaj.org/article/15b1bd25afa14ee6922639874286e860
Publikováno v:
SCIENTIFIC REPORTS
Scientific Reports
Scientific Reports, Vol 10, Iss 1, Pp 1-13 (2020)
Scientific Reports
Scientific Reports, Vol 10, Iss 1, Pp 1-13 (2020)
Machine learning offers promising solutions for high-throughput single-particle analysis in label-free imaging microflow cytomtery. However, the throughput of online operations such as cell sorting is often limited by the large computational cost of
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::31b6be88fde5aeefddf4de6b6ea08d6b
https://hdl.handle.net/1854/LU-8692736
https://hdl.handle.net/1854/LU-8692736
Publikováno v:
2019 Conference on Lasers and Electro-Optics Europe & European Quantum Electronics Conference (CLEO/Europe-EQEC).
The huge amount of data generated everyday motivates the development of new approaches for information processing. Machine-learning is one of these approaches: it explores the possibility to solve problems without having its explicit formulation. In
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::654a9c0de387bb0dd77e69ee80e3b5f7
https://doi.org/10.1109/cleoe-eqec.2019.8872562
https://doi.org/10.1109/cleoe-eqec.2019.8872562
Publikováno v:
Artificial Neural Networks and Machine Learning – ICANN 2019: Workshop and Special Sessions ISBN: 9783030304928
ICANN (Workshop)
ICANN (Workshop)
We present a new architecture of time delay-reservoir reservoir computer based on the polarization dynamics of a VCSEL. This architecture achieves state of the art performance. Moreover, implementing polarization rotated feedback instead of a polariz
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::e21f4796b38eeecfca111c23fe32b61e
https://doi.org/10.1007/978-3-030-30493-5_20
https://doi.org/10.1007/978-3-030-30493-5_20
Publikováno v:
2018 European Conference on Optical Communication (ECOC)
2018 European Conference on Optical Communication (ECOC), Sep 2018, Rome, Italy. pp.1-3, ⟨10.1109/ecoc.2018.8535419⟩
ECOC
2018 European Conference on Optical Communication (ECOC), Sep 2018, Rome, Italy. pp.1-3, ⟨10.1109/ecoc.2018.8535419⟩
ECOC
International audience; We design a new time-delay reservoir computer based on VCSELs with optical injection. It benefits from the specific VCSEL polarization dynamics in order to process data faster with enhanced performance.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::54dc98a2992203ccf9686b3234bcafd8
https://hal.archives-ouvertes.fr/hal-02002771/document
https://hal.archives-ouvertes.fr/hal-02002771/document
Publikováno v:
Optics Letters
Optics Letters, Optical Society of America-OSA Publishing, 2018, 43 (18), pp.4497-4500. ⟨10.1364/OL.43.004497⟩
Optics Letters, Optical Society of America-OSA Publishing, 2018, 43 (18), pp.4497-4500. ⟨10.1364/OL.43.004497⟩
International audience; We analyze the performance of a reservoir computer based on time delayed feedback and optical injection, which is drawing benefits from the high-speed polarization dynamics of a Vertical Cavity Surface Emitting Laser (VCSEL).
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7b493be480647c236c939cdb7361f677
https://hal.archives-ouvertes.fr/hal-01877236
https://hal.archives-ouvertes.fr/hal-01877236
Publikováno v:
Optics Express
Optics Express, Optical Society of America-OSA Publishing, 2019, 27 (13), pp.18579. ⟨10.1364/OE.27.018579⟩
Optics Express, Optical Society of America-OSA Publishing, 2019, 27 (13), pp.18579. ⟨10.1364/OE.27.018579⟩
International audience; We realize an experimental setup of a time-delay reservoir using a VCSEL with optical feedback and optical injection. The VCSEL is operated in the injection-locking regime. This allows us to solve different information process
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::cab9233d1b4f8bd70ffec749f8102d24
https://doi.org/10.1364/oe.27.018579
https://doi.org/10.1364/oe.27.018579