Browse by Aston Author

Article

Freire, Pedro Jorge, Napoli, Antonio, Spinnler, Bernhard, Costa, Nelson Manuel Simoes da, Turitsyn, Sergei K. and Prilepsky, Jaroslaw (2022). Neural Networks-based Equalizers for Coherent Optical Transmission: Caveats and Pitfalls. IEEE Journal of Selected Topics in Quantum Electronics, 28 (4),

Sena, Matheus R., Freire, Pedro J., Coelho, Leonardo D., Santos, Alex F., Napoli, Antonio and Almeida, Raul C. (2022). Novel Evolutionary Planning Technique for Flexible-grid Transmission in Optical Networks. Optical Switching and Networking, 43 ,

Freire de Carvalho Souza, Pedro Jorge, Abode, Daniel, Prilepsky, Jaroslaw E., Costa, Nelson, Spinnler, Bernhard, Napoli, Antonio and Turitsyn, Sergei K. (2021). Transfer Learning for Neural Networks-based Equalizers in Coherent Optical Systems. Journal of Lightwave Technology, 39 (21), pp. 6733-6745.

Freiredecarvalhosouza, Pedro Jorge, Osadchuk, Yevhenii, Spinnler, Bernhard, Napoli, Antonio, Schairer, Wolfgang, Costa, Nelson Manuel Simes da, Prilepsky, Jaroslaw and Turitsyn, Sergei K. (2021). Performance versus Complexity Study of Neural Network Equalizers in Coherent Optical Systems. Journal of Lightwave Technology, 39 (19), pp. 6085-6096.

Freire, Pedro J., Prilepsky, Jaroslaw E., Osadchuk, Yevhenii, Turitsyn, Sergei K. and Aref, Vahid (2022). Deep Neural Network-aided Soft-Demapping in Coherent Optical Systems: Regression versus Classification. IEEE Transactions on Communications, 70 (12), pp. 7973-7988.

Book Section

Neskorniuk, Vladislav, Freire de Carvalho Souza, Pedro Jorge, Napoli, Antonio, Spinnler, Bernhard, Schairer, Wolfgang, Prilepsky, Jaroslaw E., Costa, Nelson and Turitsyn, Sergei K. (2021). Simplifying the Supervised Learning of Kerr Nonlinearity Compensation Algorithms by Data Augmentation. IN: 2020 European Conference on Optical Communications, ECOC 2020. 2020 European Conference on Optical Communications, ECOC 2020 . BEL: IEEE.