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

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

25 February 2022

Pedro J. Freire

Jaroslaw E. Prilepsky

Abdallah A. i. Ali

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

4 / 4 papers shown

Title
Multi-Task Learning to Enhance Generalizability of Neural Network Equalizers in Coherent Optical Systems S. Srivallapanondh Pedro J. Freire A. Alam N. Costa B. Spinnler A. Napoli E. Sedov S. Turitsyn Jaroslaw E. Prilepsky 17 3 0 04 Jul 2023
Implementing Neural Network-Based Equalizers in a Coherent Optical Transmission System Using Field-Programmable Gate Arrays Pedro J. Freire S. Srivallapanondh M. Anderson B. Spinnler T. Bex ... W. Schairer N. Costa Michaela Blott S. Turitsyn Jaroslaw E. Prilepsky 27 10 0 09 Dec 2022
Reducing Computational Complexity of Neural Networks in Optical Channel Equalization: From Concepts to Implementation Pedro J. Freire A. Napoli D. A. Ron B. Spinnler M. Anderson W. Schairer T. Bex N. Costa S. Turitsyn Jaroslaw E. Prilepsky 25 28 0 26 Aug 2022
Computational Complexity Evaluation of Neural Network Applications in Signal Processing Pedro J. Freire S. Srivallapanondh A. Napoli Jaroslaw E. Prilepsky S. Turitsyn 29 1 0 24 Jun 2022