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Deep Neural Networks with Time-Domain Synthetic Photonic Lattices. / Pankov, Artem V.; Sidelnikov, Oleg S.; Vatnik, Ilya D. et al.

2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021. Institute of Electrical and Electronics Engineers Inc., 2021. (2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

Harvard

Pankov, AV, Sidelnikov, OS, Vatnik, ID, Churkin, DV & Sukhorukov, AA 2021, Deep Neural Networks with Time-Domain Synthetic Photonic Lattices. in 2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021. 2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021, Institute of Electrical and Electronics Engineers Inc., 2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021, Munich, Germany, 21.06.2021. https://doi.org/10.1109/CLEO/Europe-EQEC52157.2021.9542271

APA

Pankov, A. V., Sidelnikov, O. S., Vatnik, I. D., Churkin, D. V., & Sukhorukov, A. A. (2021). Deep Neural Networks with Time-Domain Synthetic Photonic Lattices. In 2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021 (2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CLEO/Europe-EQEC52157.2021.9542271

Vancouver

Pankov AV, Sidelnikov OS, Vatnik ID, Churkin DV, Sukhorukov AA. Deep Neural Networks with Time-Domain Synthetic Photonic Lattices. In 2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021. Institute of Electrical and Electronics Engineers Inc. 2021. (2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021). doi: 10.1109/CLEO/Europe-EQEC52157.2021.9542271

Author

Pankov, Artem V. ; Sidelnikov, Oleg S. ; Vatnik, Ilya D. et al. / Deep Neural Networks with Time-Domain Synthetic Photonic Lattices. 2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021. Institute of Electrical and Electronics Engineers Inc., 2021. (2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021).

BibTeX

@inproceedings{5ffdb76ae18144b69cb5d0a65a601374,
title = "Deep Neural Networks with Time-Domain Synthetic Photonic Lattices",
abstract = "Optical neural networks (ONN) attracts a lot of attention based on their potential to offer orders-of-magnitude faster performance and lower energy consumption compared to purely electronic systems. There are strong advances in processing of spatially- and frequency-encoded optical data [1]. However the ONN development for coherent manipulation of optical pulse trains remains an open challenge, which could lead to advances in communications and real-time data analysis.",
author = "Pankov, {Artem V.} and Sidelnikov, {Oleg S.} and Vatnik, {Ilya D.} and Churkin, {Dmitry V.} and Sukhorukov, {Andrey A.}",
note = "Funding Information: This work is supported by Ministry of Education and Science of the Russian Federation (FSUS-2020-0034) and the Australian Research Council (DP190100277). Publisher Copyright: {\textcopyright} 2021 IEEE.; 2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021 ; Conference date: 21-06-2021 Through 25-06-2021",
year = "2021",
month = jun,
doi = "10.1109/CLEO/Europe-EQEC52157.2021.9542271",
language = "English",
series = "2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
booktitle = "2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021",
address = "United States",

}

RIS

TY - GEN

T1 - Deep Neural Networks with Time-Domain Synthetic Photonic Lattices

AU - Pankov, Artem V.

AU - Sidelnikov, Oleg S.

AU - Vatnik, Ilya D.

AU - Churkin, Dmitry V.

AU - Sukhorukov, Andrey A.

N1 - Funding Information: This work is supported by Ministry of Education and Science of the Russian Federation (FSUS-2020-0034) and the Australian Research Council (DP190100277). Publisher Copyright: © 2021 IEEE.

PY - 2021/6

Y1 - 2021/6

N2 - Optical neural networks (ONN) attracts a lot of attention based on their potential to offer orders-of-magnitude faster performance and lower energy consumption compared to purely electronic systems. There are strong advances in processing of spatially- and frequency-encoded optical data [1]. However the ONN development for coherent manipulation of optical pulse trains remains an open challenge, which could lead to advances in communications and real-time data analysis.

AB - Optical neural networks (ONN) attracts a lot of attention based on their potential to offer orders-of-magnitude faster performance and lower energy consumption compared to purely electronic systems. There are strong advances in processing of spatially- and frequency-encoded optical data [1]. However the ONN development for coherent manipulation of optical pulse trains remains an open challenge, which could lead to advances in communications and real-time data analysis.

UR - http://www.scopus.com/inward/record.url?scp=85117588665&partnerID=8YFLogxK

U2 - 10.1109/CLEO/Europe-EQEC52157.2021.9542271

DO - 10.1109/CLEO/Europe-EQEC52157.2021.9542271

M3 - Conference contribution

AN - SCOPUS:85117588665

T3 - 2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021

BT - 2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021

Y2 - 21 June 2021 through 25 June 2021

ER -

ID: 34538125