Domain adaptation: The key enabler of neural network equalizers in coherent optical systems

PJ Freire, B Spinnler, D Abode, JE Prilepsky… - Optical Fiber …, 2022 - opg.optica.org
We introduce the domain adaptation and randomization approach for calibrating neural
network-based equalizers for real transmissions, using synthetic data. The approach …

Domain Adaptation: the Key Enabler of Neural Network Equalizers in Coherent Optical Systems

PJ Freire, B Spinnler, D Abode… - 2022 Optical Fiber …, 2022 - ieeexplore.ieee.org
We introduce the domain adaptation and randomization approach for calibrating neural
network-based equalizers for real transmissions, using synthetic data. The approach …

[PDF][PDF] Domain Adaptation: the Key Enabler of Neural Network Equalizers in Coherent Optical Systems

PJ Freire, B Spinnler, D Abode, JE Prilepsky, AAI Ali… - academia.edu
We introduce the domain adaptation and randomization approach for calibrating neural
network-based equalizers for real transmissions, using synthetic data. The approach …

Domain Adaptation: the Key Enabler of Neural Network Equalizers in Coherent Optical Systems

PJ Freire, B Spinnler, D Abode, JE Prilepsky… - arXiv preprint arXiv …, 2022 - arxiv.org
We introduce the domain adaptation and randomization approach for calibrating neural
network-based equalizers for real transmissions, using synthetic data. The approach …

Domain Adaptation: the Key Enabler of Neural Network Equalizers in Coherent Optical Systems

PJ Freire, B Spinnler, D Abode, JE Prilepsky… - arXiv e …, 2022 - ui.adsabs.harvard.edu
We introduce the domain adaptation and randomization approach for calibrating neural
network-based equalizers for real transmissions, using synthetic data. The approach …

[PDF][PDF] Domain Adaptation: the Key Enabler of Neural Network Equalizers in Coherent Optical Systems

PJ Freire, B Spinnler, D Abode, JE Prilepsky, AAI Ali… - researchgate.net
We introduce the domain adaptation and randomization approach for calibrating neural
network-based equalizers for real transmissions, using synthetic data. The approach …