| 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 | 447 | 2018 |
| 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 | 115 | 2019 |
| 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 | 76 | 2018 |
| 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 | 55 | 2020 |
| 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 | 44 | 2020 |
| 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 | 34 | 2018 |
| 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 | 32 | 2017 |
| 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 | 27* | 2022 |
| 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 | 27 | 2019 |
| 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 | 18* | 2020 |
| 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 | 17 | 2020 |
| 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 | 17 | 2020 |
| 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 | 15 | 2021 |
| 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 | 13 | 2020 |
| 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 | 10 | 2017 |
| 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 | 8 | 2017 |
| Digital back propagation via sub-band processing in spatial multiplexing systems FM Ferreira, E Sillekens, B Karanov, R Killey Journal of Lightwave Technology 39 (4), 1020-1026, 2021 | 5 | 2021 |
| Machine learning for short reach optical fiber systems B Karanov, P Bayvel, L Schmalen Machine Learning for Future Fiber-Optic Communication Systems, 65-89, 2022 | 4 | 2022 |
| End-to-end deep learning in optical fibre communication systems B Karanov UCL (University College London), 2020 | 4 | 2020 |
| 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 | 4 | 2018 |
Polina BayvelProfessor of Optical Communications & Networks, UCL (University College London)Email yang diverifikasi di ucl.ac.uk