Dissemination
See where MENTOR’s partners are speaking about the project and what has been published.
| Author | Partner | Event | Title | Reference | Publication | Link | Status |
|---|---|---|---|---|---|---|---|
| Lareb Zar KHAN, Joao Pedro, Nelson Costa, Antonio Napoli, and Nicola Sambo | SSSA, Infinera | ECOC 2022 | Data Augmentation to Improve Machine Learning for Optical Network Failure Management | Oral presentation | |||
| Lareb Zar Khan, Ahmed Triki, Maxim Laye and Nicola Sambo | SSSA, Orange | International Conference on Photonics in Switching and Computing, July 2022 | Optical Network Alarms Classification using Unsupervised Machine Learning | Oral presentation | |||
| Abdennour Ben Terki, Joao Pedro, Antonio Eira, Antonio Napoli, and Nicola Sambo | SSSA, Infinera | ECOC 2022 | Routing Spectrum Assignment Assisted by Reinforcement Learning in Multi-Band Optical Networks | Poster | |||
| Mariano Devigili, Marc Ruiz, Nelson Costa, Antonio Napoli, João Pedro, Luis Velasco, | UPC, Infinera | ECOC 2022 | Dual Time and Frequency Domain Optical Layer Digital Twin | Poster | |||
| 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 | Aston, Infinera | Implementing Neural Network-Based Equalizers in a Coherent Optical Transmission System Using Field-Programmable Gate Arrays | https://arxiv.org/abs/2212.04703 | Open Access | |||
| Sasipim Srivallapanondh, Pedro J. Freire, Bernhard Spinnler, Nelson Costa, Antonio Napoli, Sergei K. Turitsyn, Jaroslaw E. Prilepsky | Aston, Infinera | Knowledge Distillation Applied to Optical Channel Equalization: Solving the Parallelization Problem of Recurrent Connection | https://arxiv.org/abs/2212.04569 | Open Access | |||
| Pedro J. Freire, Sasipim Srivallapanondh, Antonio Napoli, Jaroslaw E. Prilepsky, Sergei K. Turitsyn | Aston, Infinera | Computational Complexity Evaluation of Neural Network Applications in Signal Processing | https://arxiv.org/abs/2206.12191 | Open Access | |||
| Marco Secondini, Stella Civella, Enrico Forestieri, Lareb Zar Khan | Aston, TIM | New Lower Bounds on the Capacity of Optical Fiber Channels via Optimized Shaping and Detection | https://arxiv.org/abs/2112.03796 | Open Access | |||
| Marc RUIZ | Universitat Politècnica de Catalunya (UPC) | DTU Open To All Workshop 1 (OTAW 1) | Opportunities and challenges of AI-based autonomous operation in MB scenarios | Abstract only: https://dtu-workshop.astonphotonics.uk/abstract_ruiz/ |
MENTOR is proudly funded by EU Horizon 2020
