| Machine learning techniques in optical communication D Zibar, M Piels, R Jones, CG Schäeffer Journal of Lightwave Technology 34 (6), 1442-1452, 2015 | 237 | 2015 |
| Machine learning techniques for optical performance monitoring from directly detected PDM-QAM signals J Thrane, J Wass, M Piels, JCM Diniz, R Jones, D Zibar Journal of Lightwave Technology 35 (4), 868-875, 2016 | 184 | 2016 |
| Deep learning of geometric constellation shaping including fiber nonlinearities RT Jones, TA Eriksson, MP Yankov, D Zibar 2018 European Conference on Optical Communication (ECOC), 1-3, 2018 | 105 | 2018 |
| End-to-end learning for GMI optimized geometric constellation shape RT Jones, MP Yankov, D Zibar 45th European Conference on Optical Communication (ECOC 2019), 1-4, 2019 | 65 | 2019 |
| Time-domain neural network receiver for nonlinear frequency division multiplexed systems RT Jones, S Gaiarin, MP Yankov, D Zibar IEEE Photonics Technology Letters 30 (12), 1079-1082, 2018 | 57 | 2018 |
| High speed PAM-8 optical interconnects with digital equalization based on neural network S Gaiarin, X Pang, O Ozolins, RT Jones, EP Da Silva, R Schatz, ... 2016 Asia Communications and Photonics Conference (ACP), 1-3, 2016 | 55 | 2016 |
| End-to-end optimization of coherent optical communications over the split-step Fourier method guided by the nonlinear Fourier transform theory S Gaiarin, F Da Ros, RT Jones, D Zibar Journal of Lightwave Technology 39 (2), 418-428, 2020 | 54 | 2020 |
| Optimization of DP-M-QAM transmitter using cooperative coevolutionary genetic algorithm JCM Diniz, F Da Ros, EP da Silva, RT Jones, D Zibar Journal of Lightwave Technology 36 (12), 2450-2462, 2018 | 37 | 2018 |
| Geometric constellation shaping for fiber optic communication systems via end-to-end learning RT Jones, TA Eriksson, MP Yankov, BJ Puttnam, G Rademacher, RS Luis, ... arXiv preprint arXiv:1810.00774, 2018 | 32 | 2018 |
| Gaussian process regression for WDM system performance prediction J Wass, J Thrane, M Piels, R Jones, D Zibar Optical Fiber Communication Conference, Tu3D. 7, 2017 | 22 | 2017 |
| Experimental demonstration of nonlinear frequency division multiplexing transmission with neural network receiver S Gaiarin, F Da Ros, N De Renzis, RT Jones, D Zibar Journal of Lightwave Technology 38 (23), 6465-6473, 2020 | 21 | 2020 |
| Time skew estimator for dual-polarization QAM transmitters JCM Diniz, F Da Ros, RT Jones, D Zibar 2017 European Conference on Optical Communication (ECOC), 1-3, 2017 | 17 | 2017 |
| Noise robust receiver for eigenvalue communication systems RT Jones, S Gaiarin, MP Yankov, D Zibar Optical Fiber Communication Conference, W2A. 59, 2018 | 14 | 2018 |
| End-to-end optimized nonlinear Fourier transform-based coherent communications S Gaiarin, RT Jones, F Da Ros, D Zibar 2020 Conference on Lasers and Electro-Optics (CLEO), 1-2, 2020 | 13 | 2020 |
| Machine learning techniques applied to system characterization and equalization D Zibar, J Thrane, J Wass, R Jones, M Piels, C Schaeffer 2016 Optical Fiber Communications Conference and Exhibition (OFC), 1-3, 2016 | 12 | 2016 |
| Hearing device comprising a recurrent neural network and a method of processing an audio signal Z Jel, R Jones, DT BLIX US Patent 11,330,378, 2022 | 11 | 2022 |
| Machine learning methods in coherent optical communication systems RT Jones Technical University of Denmark, 2019 | 11 | 2019 |
| Joint estimation of IQ phase and gain imbalances using convolutional neural networks on eye diagrams S Savian, JCM Diniz, APT Lau, FN Khan, S Gaiarin, R Jones, D Zibar 2018 Conference on Lasers and Electro-Optics (CLEO), 1-2, 2018 | 7 | 2018 |
| Hearing device comprising a recurrent neural network and a method of processing an audio signal Z Jel, R Jones, DT Blix, MS Pedersen, J Jensen, AH Andersen US Patent 11,696,079, 2023 | 6 | 2023 |
| Spectral power profile optimization of field-deployed WDM network by remote link modeling RT Jones, KRH Bottrill, N Taengnoi, P Petropoulos, MP Yankov 2022 European Conference on Optical Communication (ECOC), 1-4, 2022 | 5 | 2022 |
Darko ZibarProfessor, Group leader Machine Learning in Photonic Systems,Technical University of DenmarkVerified email at fotonik.dtu.dk
