| A proposed bsr heuristic considering physical layer awareness P Freire, AF Santos, RC Almeida, KDR Assis, MR Sena 2018 SBFoton International Optics and Photonics Conference (SBFoton IOPC), 1-5, 2018 | 3 | 2018 |
| Adaptação de Heurísticas para Redes Ópticas Elásticas Considerando os Efeitos da Camada Física P Freire, AF Santos, KDR Assis, RC Almeida Jr, MR Sena | | |
| An evolutionary method to optimize OSNR margin in elastic optical channels subject to nonlinear physical impairments MR Sena, JR Mendes, RC Almeida, P Freire 2018 SBFoton International Optics and Photonics Conference (SBFoton IOPC), 1-5, 2018 | 2 | 2018 |
| Artificial neural networks for photonic applications—from algorithms to implementation: tutorial P Freire, E Manuylovich, JE Prilepsky, SK Turitsyn Advances in Optics and Photonics 15 (3), 739-834, 2023 | 12 | 2023 |
| Attention-aided partial bidirectional RNN-based nonlinear equalizer in coherent optical systems Y Liu, V Sanchez, P Freire, JE Prilepsky, MJ Koshkouei, MD Higgins Optics Express 30 (18), 32908-32923, 2022 | 9 | 2022 |
| Complex-valued neural network design for mitigation of signal distortions in optical links P Freire, V Neskornuik, A Napoli, B Spinnler, N Costa, G Khanna, ... Journal of Lightwave Technology 39 (6), 1696-1705, 2020 | 66 | 2020 |
| Computational Complexity Optimization of Neural Network-Based Equalizers in Digital Signal Processing: A Comprehensive Approach P Freire, S Srivallapanondh, B Spinnler, A Napoli, N Costa, JE Prilepsky, ... Journal of Lightwave Technology, 2024 | 49* | 2024 |
| Data Augmentation to Reduce Computational Complexity of Neural-Network-Based Soft-Failure Cause Identifier LZ Khan, P Freire, J Pedro, N Costa, A Napoli, N Sambo 2023 Optical Fiber Communications Conference and Exhibition (OFC), 1-3, 2023 | 1 | 2023 |
| Deep neural network-aided soft-demapping in coherent optical systems: Regression versus classification P Freire, JE Prilepsky, Y Osadchuk, SK Turitsyn, V Aref IEEE Transactions on Communications 70 (12), 7973-7988, 2022 | 17* | 2022 |
| Domain adaptation: The key enabler of neural network equalizers in coherent optical systems P Freire, B Spinnler, D Abode, JE Prilepsky, A Ali, N Costa, W Schairer, ... Optical Fiber Communication Conference, Th2A. 35, 2022 | 12 | 2022 |
| Experimental Evaluation of Computational Complexity for Different Neural Network Equalizers in Optical Communications P Freire, Y Osadchuk, A Napoli, B Spinnler, W Schairer, N Costa, ... Asia Communications and Photonics Conference (ACP), M5A.5, 2021 | 1 | 2021 |
| Experimental Implementation of a Neural Network Optical Channel Equalizer in Restricted Hardware Using Pruning and Quantization DA Ron, P Freire, JE Prilepsky, M Kamalian-Kopae, A Napoli, SK Turitsyn | 23* | 2022 |
| Experimental study of deep neural network equalizers performance in optical links P Freire, Y Osadchuk, B Spinnler, W Schairer, A Napoli, N Costa, ... 2021 Optical Fiber Communications Conference and Exhibition (OFC), 1-3, 2021 | 14 | 2021 |
| Experimental Verification of Complex-Valued Artificial Neural Network for Nonlinear Equalization in Coherent Optical Communication Systems P Freire, V Neskornuik, A Napoli, B Spinnler, N Costa, JE Prilepsky, ... 2020 European Conference on Optical Communications (ECOC), 1-4, 2020 | 3 | 2020 |
| Hardware Realization of Nonlinear Activation Functions for NN-based Optical Equalizers S Srivallapanondh, P Freire, A Napoli, SK Turitsyn, JE Prilepsky CLEO: Science and Innovations, SF1F. 4, 2023 | | 2023 |
| Implementing neural network-based equalizers in a coherent optical transmission system using field-programmable gate arrays P Freire, S Srivallapanondh, M Anderson, B Spinnler, T Bex, TA Eriksson, ... Journal of Lightwave Technology 41 (12), 3797-3815, 2023 | 5 | 2023 |
| Knowledge distillation applied to optical channel equalization: solving the parallelization problem of recurrent connection S Srivallapanondh, P Freire, B Spinnler, N Costa, A Napoli, SK Turitsyn, ... Optical Fiber Communication Conference, Th1F. 7, 2023 | 11 | 2023 |
| Low-complexity efficient neural network optical channel equalizers: training, inference, and hardware synthesis P Freire, S Srivallapanondh, B Spinnler, A Napoli, N Costa, JE Prilepsky, ... IET Digital Library, 2023 | | 2023 |
| Multi-Task Learning to Enhance Generazability of Neural Network Equalizers in Coherent Optical Systems S Srivallapanondh, P Freire, A Alam, N Costa, B Spinnler, A Napoli, ... arXiv preprint arXiv:2307.05374, 2023 | 3 | 2023 |
| Neural networks for computing and denoising the continuous nonlinear Fourier spectrum in focusing nonlinear Schrödinger equation EV Sedov, P Freire, VV Seredin, VA Kolbasin, M Kamalian-Kopae, ... Scientific Reports 11 (1), 22857, 2021 | 10 | 2021 |
Jaroslaw E. Prilepsky (Yaroslav Prylep...Aston Institute of Photonic Technologies, Aston University在 aston.ac.uk 的电子邮件经过验证
