Multi-Symbol Reservoir Computing-Based Equalization for PAM-4 IM/DD Transmission
Osadchuk, Yevhenii, Jovanovic, Ognjen, Zibar, Darko, Da Ros, Francesco
Published in IEEE photonics technology letters (01.07.2024)
Published in IEEE photonics technology letters (01.07.2024)
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Gradient-Free Training of Autoencoders for Non-Differentiable Communication Channels
Jovanovic, Ognjen, Yankov, Metodi P., Da Ros, Francesco, Zibar, Darko
Published in Journal of lightwave technology (15.10.2021)
Published in Journal of lightwave technology (15.10.2021)
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Journal Article
End-to-End Learning of a Constellation Shape Robust to Channel Condition Uncertainties
Jovanovic, Ognjen, Yankov, Metodi P., Da Ros, Francesco, Zibar, Darko
Published in Journal of lightwave technology (15.05.2022)
Published in Journal of lightwave technology (15.05.2022)
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Journal Article
Geometric Constellation Shaping for Fiber-Optic Channels via End-to-End Learning
Jovanovic, Ognjen, Da Ros, Francesco, Zibar, Darko, Yankov, Metodi P.
Published in Journal of lightwave technology (15.06.2023)
Published in Journal of lightwave technology (15.06.2023)
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Addressing data scarcity in optical matrix multiplier modeling using transfer learning
Cem, Ali, Jovanovic, Ognjen, Yan, Siqi, Ding, Yunhong, Zibar, Darko, Da Ros, Francesco
Published in Optics letters (15.12.2023)
Published in Optics letters (15.12.2023)
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Journal Article
Low-Complexity Samples Versus Symbols-Based Neural Network Receiver for Channel Equalization
Osadchuk, Yevhenii, Jovanovic, Ognjen, Ranzini, Stenio M., Dischler, Roman, Aref, Vahid, Zibar, Darko, Da Ros, Francesco
Published in Journal of lightwave technology (01.08.2024)
Published in Journal of lightwave technology (01.08.2024)
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Multi-wavelength transponders for high-capacity optical networks: a physical-layer-aware network planning study
Muller, Jasper, Jovanovic, Ognjen, Fehenberger, Tobias, Di Rosa, Gabriele, Elbers, Jorg-Peter, Mas-Machuca, Carmen
Published in Journal of optical communications and networking (01.07.2023)
Published in Journal of optical communications and networking (01.07.2023)
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Journal Article
Machine learning for photonics: from computing to communication
Da Ros, Francesco, Cem, Ali, Osadchuk, Yevhenii, Jovanovic, Ognjen, Zibar, Darko
Published in 2023 IEEE Photonics Society Summer Topicals Meeting Series (SUM) (01.07.2023)
Published in 2023 IEEE Photonics Society Summer Topicals Meeting Series (SUM) (01.07.2023)
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Conference Proceeding
Physical-layer-aware multi-band optical network planning framework for rate-adaptive transceivers
Muller, Jasper, Di Rosa, Gabriele, Jovanovic, Ognjen, Wenning, Mario, Autenrieth, Achim, Elbers, Jorg-Peter, Mas-Machuca, Carmen
Published in Journal of optical communications and networking (01.05.2024)
Published in Journal of optical communications and networking (01.05.2024)
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Journal Article
End-to-end Learning of a Constellation Shape Robust to Variations in SNR and Laser Linewidth
Jovanovic, Ognjen, Yankov, Metodi P., Da Ros, Francesco, Zibar, Darko
Published in 2021 European Conference on Optical Communication (ECOC) (13.09.2021)
Published in 2021 European Conference on Optical Communication (ECOC) (13.09.2021)
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Conference Proceeding
Recent advances in constellation optimization for fiber-optic channels
Yankov, Metodi P., Jovanovic, Ognjen, Zibar, Darko, Da Ros, Francesco
Published in 2022 European Conference on Optical Communication (ECOC) (18.09.2022)
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Published in 2022 European Conference on Optical Communication (ECOC) (18.09.2022)
Conference Proceeding
Reservoir Computing-based Multi-Symbol Equalization for PAM 4 Short-reach Transmission
Osadchuk, Yevhenii, Jovanovic, Ognjen, Zibar, Darko, Da Ros, Francesco
Published in 2023 Conference on Lasers and Electro-Optics (CLEO) (01.05.2023)
Published in 2023 Conference on Lasers and Electro-Optics (CLEO) (01.05.2023)
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Conference Proceeding
Geometric Constellation Shaping for Fiber-Optic Channels via End-to-End Learning
Jovanovic, Ognjen, Da Ros, Francesco, Zibar, Darko, Yankov, Metodi P
Published in arXiv.org (17.05.2023)
Published in arXiv.org (17.05.2023)
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Paper
Journal Article
Rate Adaptive Autoencoder-based Geometric Constellation Shaping
Jovanovic, Ognjen, Yankov, Metodi P., Da Ros, Francesco, Zibar, Darko
Published in 2023 Conference on Lasers and Electro-Optics (CLEO) (01.05.2023)
Published in 2023 Conference on Lasers and Electro-Optics (CLEO) (01.05.2023)
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Conference Proceeding
Reservoir Computing-based Multi-Symbol Equalization for PAM 4 Short-reach Transmission
Osadchuk, Yevhenii, Jovanovic, Ognjen, Zibar, Darko, Da Ros, Francesco
Year of Publication 29.11.2022
Year of Publication 29.11.2022
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Journal Article
Rate adaptive constellation shaping for heterogeneous optical networks with variable Qot
Yankov, Metodi Plamenov, Swain, Smaranika, Jovanovic, Ognjen, Zibar, Darko, Da Ros, Francesco
Published in 2024 24th International Conference on Transparent Optical Networks (ICTON) (14.07.2024)
Published in 2024 24th International Conference on Transparent Optical Networks (ICTON) (14.07.2024)
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Conference Proceeding