Performance versus complexity study of neural network equalizers in coherent optical systems

PJ Freire, Y Osadchuk, B Spinnler, A Napoli… - Journal of Lightwave …, 2021 - opg.optica.org
We present the results of the comparative performance-versus-complexity analysis for the
several types of artificial neural networks (NNs) used for nonlinear channel equalization in …

Performance versus Complexity Study of Neural Network Equalizers in Coherent Optical Systems

PJ Freiredecarvalhosouza, Y Osadchuk… - Journal of …, 2021 - research.aston.ac.uk
We present the results of the comparative performance-versus-complexity analysis for the
several types of artificial neural networks (NNs) used for nonlinear channel equalization in …

[PDF][PDF] Performance Versus Complexity Study of Neural Network Equalizers in Coherent Optical Systems

PJ Freire, Y Osadchuk, B Spinnler, A Napoli… - JOURNAL OF …, 2021 - academia.edu
We present the results of the comparative performance-versus-complexity analysis for the
several types of artificial neural networks (NNs) used for nonlinear channel equalization in …

Performance versus complexity study of neural network equalizers in coherent optical systems

PJ Freire, Y Osadchuk, JE Prilepsky… - Journal of Lightwave …, 2021 - elibrary.ru
Manuscript received March 8, 2021; revised June 13, 2021; accepted July 7, 2021. Date of
publication July 13, 2021; date of current version October 4, 2021. This work was supported …

Performance versus Complexity Study of Neural Network Equalizers in Coherent Optical Systems

PJ Freire, Y Osadchuk, B Spinnler, A Napoli… - arXiv preprint arXiv …, 2021 - arxiv.org
We present the results of the comparative analysis of the performance versus complexity for
several types of artificial neural networks (NNs) used for nonlinear channel equalization in …

Performance versus Complexity Study of Neural Network Equalizers in Coherent Optical Systems

PJ Freiredecarvalhosouza… - Journal of …, 2021 - publications.aston.ac.uk
We present the results of the comparative performance-versus-complexity analysis for the
several types of artificial neural networks (NNs) used for nonlinear channel equalization in …

Performance Versus Complexity Study of Neural Network Equalizers in Coherent Optical Systems

PJ Freire, Y Osadchuk, B Spinnler… - Journal of Lightwave …, 2021 - ieeexplore.ieee.org
We present the results of the comparative performance-versus-complexity analysis for the
several types of artificial neural networks (NNs) used for nonlinear channel equalization in …

Performance Versus Complexity Study of Neural Network Equalizers in Coherent Optical Systems

PJ Freire, Y Osadchuk, B Spinnler… - Journal of …, 2021 - ui.adsabs.harvard.edu
We present the results of the comparative analysis of the performance versus complexity for
several types of artificial neural networks (NNs) used for nonlinear channel equalization in …

[PDF][PDF] Performance versus Complexity Study of Neural Network Equalizers in Coherent Optical Systems

PJ Freire, Y Osadchuk, B Spinnler, A Napoli… - researchgate.net
We present the results of the comparative analysis of the performance versus complexity for
several types of artificial neural networks (NNs) used for nonlinear channel equalization in …

[引用][C] Performance versus Complexity Study of Neural Network Equalizers in Coherent Optical Systems

PJ Freire de Carvalho Souza - research.aston.ac.uk
Performance versus Complexity Study of Neural Network Equalizers in Coherent Optical
Systems – Student theses — Aston Research Explorer Skip to main navigation Skip to …