Domain Adaptation: the Key Enabler of Neural Network Equalizers in Coherent Optical Systems.

Wolfgang Schairer Pedro J. Freire Bernhard Spinnler Daniel Abode Jaroslaw E. Prilepsky Abdallah A. I. Ali Nelson Costa Wolfgang Schairer Antonio Napoli Andrew D. Ellis Sergei K. Turitsyn Domain Adaptation: the Key Enabler of Neural Network Equalizers in Coherent Optical Systems. 1-3 2022 OFC https://ieeexplore.ieee.org/document/9748452 conf/ofc/2022 db/conf/ofc/ofc2022.html#FreireSAPACSNET22

Pedro J. Freire Bernhard Spinnler Daniel Abode Jaroslaw E. Prilepsky Abdallah A. I. Ali Nelson Costa Wolfgang Schairer Antonio Napoli Andrew D. Ellis Sergei K. Turitsyn Domain Adaptation: the Key Enabler of Neural Network Equalizers in Coherent Optical Systems. 2022 abs/2202.12689 CoRR https://arxiv.org/abs/2202.12689 db/journals/corr/corr2202.html#abs-2202-12689

Pedro J. Freire Michael Anderson Bernhard Spinnler Thomas Bex Jaroslaw E. Prilepsky Tobias A. Eriksson Nelson Costa Wolfgang Schairer Michaela Blott Antonio Napoli Sergei K. Turitsyn Towards FPGA Implementation of Neural Network-Based Nonlinearity Mitigation Equalizers in Coherent Optical Transmission Systems. 2022 abs/2206.12180 CoRR https://doi.org/10.48550/arXiv.2206.12180 db/journals/corr/corr2206.html#abs-2206-12180

Pedro J. Freire Antonio Napoli Diego Argüello Ron Bernhard Spinnler Michael Anderson Wolfgang Schairer Thomas Bex Nelson Costa Sergei K. Turitsyn Jaroslaw E. Prilepsky Reducing Computational Complexity of Neural Networks in Optical Channel Equalization: From Concepts to Implementation. 2022 abs/2208.12866 CoRR https://doi.org/10.48550/arXiv.2208.12866 db/journals/corr/corr2208.html#abs-2208-12866

Pedro J. Freire Sasipim Srivallapanondh Michael Anderson Bernhard Spinnler Thomas Bex Tobias A. Eriksson Antonio Napoli Wolfgang Schairer Nelson Costa Michaela Blott Sergei K. Turitsyn Jaroslaw E. Prilepsky Implementing Neural Network-Based Equalizers in a Coherent Optical Transmission System Using Field-Programmable Gate Arrays. 2022 abs/2212.04703 CoRR https://doi.org/10.48550/arXiv.2212.04703 db/journals/corr/corr2212.html#abs-2212-04703

Pedro J. Freire Yevhenii Osadchuk Bernhard Spinnler Wolfgang Schairer Antonio Napoli Nelson Costa Jaroslaw E. Prilepsky Sergei K. Turitsyn Experimental Study of Deep Neural Network Equalizers Performance in Optical Links. 1-3 2021 OFC https://ieeexplore.ieee.org/document/9489894 conf/ofc/2021 db/conf/ofc/ofc2021.html#FreireOSSNCPT21

Pedro J. Freire Yevhenii Osadchuk Antonio Napoli Bernhard Spinnler Wolfgang Schairer Nelson Costa Jaroslaw E. Prilepsky Sergei K. Turitsyn Experimental Evaluation of Computational Complexity for Different Neural Network Equalizers in Optical Communications. 2021 abs/2109.08711 CoRR https://arxiv.org/abs/2109.08711 db/journals/corr/corr2109.html#abs-2109-08711

Vladislav Neskorniuk Pedro J. Freire Antonio Napoli Bernhard Spinnler Wolfgang Schairer Jaroslaw E. Prilepsky Nelson Costa Sergei K. Turitsyn Simplifying the Supervised Learning of Kerr Nonlinearity Compensation Algorithms by Data Augmentation. 1-4 2020 ECOC https://doi.org/10.1109/ECOC48923.2020.9333417 conf/ecoc/2020 db/conf/ecoc/ecoc2020.html#NeskorniukFNSSP20 Rebekka Weixer Sebastian Kühl Rui Manuel Morais Bernhard Spinnler Wolfgang Schairer Bernd Sommerkorn-Krombholz Stephan Pachnicke A Reinforcement Learning Framework for Parameter Optimization in Elastic Optical Networks. 1-4 2020 ECOC https://doi.org/10.1109/ECOC48923.2020.9333298 conf/ecoc/2020 db/conf/ecoc/ecoc2020.html#WeixerKMSSSP20 Juraj Slovak Wolfgang Schairer Donato Sperti Pedro Capela Silvestre Martins Uffe Andersen Anders X. Lindgren Joakim L. Tjader Stefan Melin Leveraging Long-Term QoT Awareness for Capacity Boost of Pan-European Network. 1-3 2020 OFC https://ieeexplore.ieee.org/document/9083421 conf/ofc/2020 db/conf/ofc/ofc2020.html#SlovakSSCMALTM30

Juraj Slovak Maximilian Herrmann Wolfgang Schairer Enrico Torrengo Klaus Pulverer Antonio Napoli Ulrich Häbel Aware Optical Networks: Leaving the Lab. A134-A143 2019 11 JOCN 2 https://doi.org/10.1364/jocn.11.00a134 https://www.wikidata.org/entity/Q128985234 db/journals/jocnet/jocnet11.html#SlovakHSTPNH19

Bernhard Spinnler Anders X. Lindgren Uffe Andersen Stefan Melin Juraj Slovak Wolfgang Schairer Klaus Pulverer Jonas Mårtensson 0002 Erik De Man Ginni Khanna Rainer H. Derksen Joachim Steinmayer Renars Jozapovics Johan Blume Timo Lemström Jan Christensen Ulrich Häbel Ulrich Bauer Antonio Napoli Bernd Sommerkorn-Krombholz Autonomous intelligent transponder enabling adaptive network optimization in a live network field trial. C1-C9 2019 11 JOCN 9 https://doi.org/10.1364/jocn.11.0000c1 https://www.wikidata.org/entity/Q111824840 db/journals/jocnet/jocnet11.html#SpinnlerLAMSSP019

Juraj Slovak Wolfgang Schairer Maximilian Herrmann Klaus Pulverer Enrico Torrengo Benefits of Performance Awareness in Coherent Dynamic Optical Networks. 1-3 2018 OFC https://ieeexplore.ieee.org/document/8386143 conf/ofc/2018 db/conf/ofc/ofc2018.html#SlovakSHPT18 Daniel Abode Abdallah A. I. Ali Uffe Andersen Michael Anderson Ulrich Bauer Thomas Bex Michaela Blott Johan Blume Pedro Capela Jan Christensen Nelson Costa Rainer H. Derksen Andrew D. Ellis Tobias A. Eriksson Pedro J. Freire Ulrich Häbel Maximilian Herrmann Renars Jozapovics Ginni Khanna Sebastian Kühl Timo Lemström Anders X. Lindgren Erik De Man Jonas Mårtensson 0002 Silvestre Martins Stefan Melin Rui Manuel Morais Antonio Napoli Vladislav Neskorniuk Yevhenii Osadchuk Stephan Pachnicke Jaroslaw E. Prilepsky Klaus Pulverer Diego Argüello Ron Juraj Slovak Bernd Sommerkorn-Krombholz Donato Sperti Bernhard Spinnler Sasipim Srivallapanondh Joachim Steinmayer Joakim L. Tjader Enrico Torrengo Sergei K. Turitsyn Rebekka Weixer