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Boris Karanov
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End-to-End Deep Learning of Optical Fiber Communications
B Karanov, M Chagnon, F Thouin, TA Eriksson, H Bülow, D Lavery, ...
IEEE/OSA Journal of Lightwave Technology 36 (20), 4843 - 4855, 2018
3652018
End-to-End Optimized Transmission over Dispersive Intensity-Modulated Channels Using Bidirectional Recurrent Neural Networks
B Karanov, D Lavery, P Bayvel, L Schmalen
OSA Optics Express 27 (14), 19650-19663, 2019
1002019
Nonlinearity-free Coherent Transmission in Hollow-Core Antiresonant Fiber
Z Liu, BP Karanov, L Galdino, JR Hayes, D Lavery, K Clark, BC Thomsen, ...
IEEE/OSA Journal of Lightwave Technology 37 (3), 909-916, 2018
532018
Concept and Experimental Demonstration of Optical IM/DD End-to-End System Optimization using a Generative Model
B Karanov, M Chagnon, V Aref, D Lavery, P Bayvel, L Schmalen
Optical Fiber Communication Conference (OFC), Th2A.48, 2020
442020
Experimental Investigation of Deep Learning for Digital Signal Processing in Short Reach Optical Fiber Communications
B Karanov, M Chagnon, V Aref, F Ferreira, D Lavery, P Bayvel, ...
IEEE International Workshop on Signal Processing Systems (SiPS) [Invited], 1-6, 2020
322020
Experimental demonstration of a dispersion tolerant end-to-end deep learning-based IM-DD transmission system
M Chagnon, B Karanov, L Schmalen
European Conference on Optical Communication (ECOC), Tu4F.6, 2018
302018
Digital nonlinearity compensation in high-capacity optical communication systems considering signal spectral broadening effect
T Xu, B Karanov, M Shevchenko, D Lavery, G Liga, R Killey, P Bayvel
Nature Scientific Reports 7, 12986, 2017
302017
Deep Learning for Communication over Dispersive Nonlinear Channels: Performance and Comparison with Classical Digital Signal Processing
B Karanov, G Liga, V Aref, D Lavery, P Bayvel, L Schmalen
Allerton Conference on Communication, Control, and Computing [Invited], WeB2.5, 2019
252019
High-cardinality hybrid shaping for 4D modulation formats in optical communications optimized via end-to-end learning
V Oliari, B Karanov, S Goossens, G Liga, O Vassilieva, I Kim, P Palacharla, ...
arXiv preprint arXiv:2112.10471, 2021
142021
Distance-Agnostic Auto-Encoders for Short Reach Fiber Communications
B Karanov, L Schmalen, A Alvarado
2021 Optical Fiber Communications Conference and Exhibition (OFC) [Invited], 1-3, 2021
112021
End-to-end learning in optical fiber communications: Concept and transceiver design
B Karanov, P Bayvel, L Schmalen
2020 European Conference on Optical Communications (ECOC) [Invited], 1-4, 2020
112020
Time-domain learned digital back-propagation
E Sillekens, W Yi, D Semrau, A Ottino, B Karanov, D Lavery, L Galdino, ...
2020 IEEE Workshop on Signal Processing Systems (SiPS) [Invited], 1-4, 2020
112020
End-to-End Learning in Optical Fiber Communications: Experimental Demonstration and Future Trends
B Karanov, V Oliari, M Chagnon, G Liga, A Alvarado, V Aref, D Lavery, ...
2020 European Conference on Optical Communications (ECOC) [Invited], 1-4, 2020
102020
Span length and information rate optimisation in optical transmission systems using single-channel digital backpropagation
B Karanov, T Xu, N Shevchenko, D Lavery, R Killey, P Bayvel
OSA Optics Express 25 (21), 25353-25362, 2017
102017
Optical Fiber Communication Systems Based on End-to-End Deep Learning
B Karanov, M Chagnon, V Aref, D Lavery, P Bayvel, L Schmalen
IEEE Photonics Conference (IPC) [Invited], 1-2, 2020
82020
Record high capacity (6.8 Tbit/s) WDM coherent transmission in hollow-core antiresonant fiber
Z Liu, L Galdino, JR Hayes, D Lavery, B Karanov, DJ Elson, K Shi, ...
Optical Fiber Communication Conference (OFC), Th5B. 8, 2017
72017
Hybrid geometric and probabilistic shaping; is it really necessary?
V Oliari, B Karanov, S Goossens, G Liga, O Vassilieva, I Kim, P Palacharla, ...
Signal Processing in Photonic Communications, SpTu1J. 4, 2022
52022
End-to-end deep learning in optical fibre communication systems
B Karanov
UCL (University College London), 2020
42020
Spectral Broadening Effects in Optical Communication Networks: Impact and Security Issue
T Xu, B Karanov, NA Shevchenko, D Lavery, G Liga, Z Li, D Jia, L Li, ...
International Conference on Advanced Infocomm Technology (ICAIT) [Invited], 1-2, 2018
42018
Digital Nonlinearity Compensation Considering Signal Spectral Broadening Effects in Dispersion-managed Systems
B Karanov, T Xu, NA Shevchenko, D Lavery, G Liga, R Killey, P Bayvel
Optical Fiber Communication Conference (OFC), W2A. 58, 2018
42018
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