Benefits of Performance Awareness in Coherent Dynamic Optical Networks. - Juraj Slovak; Wolfgang Schairer; Maximilian Herrmann; Klaus Pulverer; Enrico Torrengo (OFC, 2018)

Aware Optical Networks: Leaving the Lab. - Juraj Slovak; Maximilian Herrmann; Wolfgang Schairer; Enrico Torrengo; Klaus Pulverer; Antonio Napoli; Ulrich Häbel (JOCN, 2019)

Autonomous intelligent transponder enabling adaptive network optimization in a live network field trial. - Bernhard Spinnler; Anders X. Lindgren; Uffe Andersen; Stefan Melin; Juraj Slovak; Wolfgang Schairer; Klaus Pulverer; Jonas Mårtensson 002; Erik De Man; Ginni Khanna; Rainer H. Derksen; Joachim Steinmayer; et al. (JOCN, 2019)

Simplifying the Supervised Learning of Kerr Nonlinearity Compensation Algorithms by Data Augmentation. - Vladislav Neskorniuk; Pedro J. Freire; Antonio Napoli; Bernhard Spinnler; Wolfgang Schairer; Jaroslaw E. Prilepsky; Nelson Costa; Sergei K. Turitsyn (ECOC, 2020)

A Reinforcement Learning Framework for Parameter Optimization in Elastic Optical Networks. - Rebekka Weixer; Sebastian Kühl; Rui Manuel Morais; Bernhard Spinnler; Wolfgang Schairer; Bernd Sommerkorn-Krombholz; Stephan Pachnicke (ECOC, 2020)

Leveraging Long-Term QoT Awareness for Capacity Boost of Pan-European Network. - Juraj Slovak; Wolfgang Schairer; Donato Sperti; Pedro Capela; Silvestre Martins; Uffe Andersen; Anders X. Lindgren; Joakim L. Tjader; Stefan Melin (OFC, 2020)

Experimental Study of Deep Neural Network Equalizers Performance in Optical Links. - Pedro J. Freire; Yevhenii Osadchuk; Bernhard Spinnler; Wolfgang Schairer; Antonio Napoli; Nelson Costa; Jaroslaw E. Prilepsky; Sergei K. Turitsyn (OFC, 2021)

Experimental Evaluation of Computational Complexity for Different Neural Network Equalizers in Optical Communications. - Pedro J. Freire; Yevhenii Osadchuk; Antonio Napoli; Bernhard Spinnler; Wolfgang Schairer; Nelson Costa; Jaroslaw E. Prilepsky; Sergei K. Turitsyn (CoRR, 2021)

Domain Adaptation: the Key Enabler of Neural Network Equalizers in Coherent Optical Systems. - 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 (OFC, 2022)

Towards FPGA Implementation of Neural Network-Based Nonlinearity Mitigation Equalizers in Coherent Optical Transmission Systems. - 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 (CoRR, 2022)

Reducing Computational Complexity of Neural Networks in Optical Channel Equalization: From Concepts to Implementation. - Pedro J. Freire; Antonio Napoli; Diego Argüello Ron; Bernhard Spinnler; Michael Anderson; Wolfgang Schairer; Thomas Bex; Nelson Costa; Sergei K. Turitsyn; Jaroslaw E. Prilepsky (CoRR, 2022)

Implementing Neural Network-Based Equalizers in a Coherent Optical Transmission System Using Field-Programmable Gate Arrays. - 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 (CoRR, 2022)