Simplifying the supervised learning of kerr nonlinearity compensation algorithms by data augmentation

V Neskorniuk, PJ Freire, A Napoli… - 2020 European …, 2020 - ieeexplore.ieee.org
We propose a data augmentation technique to improve performance and decrease
complexity of the supervised learning of nonlinearity compensation algorithms. We …

[PDF][PDF] Simplifying the Supervised Learning of Kerr Nonlinearity Compensation Algorithms by Data Augmentation

V Neskorniuk, PJ Freire, A Napoli, B Spinnler… - academia.edu
We propose a data augmentation technique to improve performance and decrease
complexity of the supervised learning of nonlinearity compensation algorithms. We …

Simplifying the Supervised Learning of Kerr Nonlinearity Compensation Algorithms by Data Augmentation

V Neskorniuk, PJ Freire de Carvalho Souza, A Napoli… - 2021 - publications.aston.ac.uk
We propose a data augmentation technique to improve performance and decrease
complexity of the supervised learning of nonlinearity compensation algorithms. We …

[PDF][PDF] Simplifying the Supervised Learning of Kerr Nonlinearity Compensation Algorithms by Data Augmentation

V Neskorniuk, PJ Freire, A Napoli, B Spinnler… - core.ac.uk
We propose a data augmentation technique to improve performance and decrease
complexity of the supervised learning of nonlinearity compensation algorithms. We …

Simplifying the Supervised Learning of Kerr Nonlinearity Compensation Algorithms by Data Augmentation

V Neskorniuk, PJF de Carvalho Souza… - 2020 European …, 2021 - research.aston.ac.uk
We propose a data augmentation technique to improve performance and decrease
complexity of the supervised learning of nonlinearity compensation algorithms. We …

[PDF][PDF] Simplifying the Supervised Learning of Kerr Nonlinearity Compensation Algorithms by Data Augmentation

V Neskorniuk, PJ Freire, A Napoli, B Spinnler… - scholar.archive.org
We propose a data augmentation technique to improve performance and decrease
complexity of the supervised learning of nonlinearity compensation algorithms. We …

[PDF][PDF] Simplifying the Supervised Learning of Kerr Nonlinearity Compensation Algorithms by Data Augmentation

V Neskorniuk, PJ Freire, A Napoli, B Spinnler… - publications.aston.ac.uk
We propose a data augmentation technique to improve performance and decrease
complexity of the supervised learning of nonlinearity compensation algorithms. We …

[引用][C] Simplifying the Supervised Learning of Kerr Nonlinearity Compensation Algorithms by Data Augmentation

V Neskorniuk, PJ Freire de Carvalho Souza - research.aston.ac.uk
Simplifying the Supervised Learning of Kerr Nonlinearity Compensation Algorithms by Data
Augmentation – Student theses — Aston Research Explorer Skip to main navigation Skip to …