Nonlinear Interference Mitigation via Deep Neural Networks

17 October 2017

Papers citing "Nonlinear Interference Mitigation via Deep Neural Networks"

5 / 5 papers shown

Title
Equalization in Dispersion-Managed Systems Using Learned Digital Back-Propagation Mohannad Abu-Romoh N. Costa Y. Jaouën A. Napoli J. Pedro B. Spinnler Mansoor I. Yousefi 23 2 0 26 May 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 19 10 0 09 Dec 2022
End-to-End Learning of Joint Geometric and Probabilistic Constellation Shaping Vahid Aref M. Chagnon 15 28 0 09 Dec 2021
An Overview on Application of Machine Learning Techniques in Optical Networks F. Musumeci C. Rottondi A. Nag I. Macaluso D. Zibar Marco Ruffini M. Tornatore 17 457 0 21 Mar 2018
Learning to Decode Linear Codes Using Deep Learning Eliya Nachmani Yair Be’ery D. Burshtein 75 428 0 16 Jul 2016