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20202026
most citedCompensation of Fiber Nonlinearities in Digital Coherent Systems Leveraging Long Short-Term Memory Neural Networks

125 citations · 388 across the 35 of their papers we have counts for

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Showing 2021 · eess.SPShow all

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eess.SP2021★ 88 cited

Performance and Complexity Analysis of bi-directional Recurrent Neural Network Models vs. Volterra Nonlinear Equalizers in Digital Coherent Systems

Stavros Deligiannidis, Charis Mesaritakis, Adonis Bogris

We investigate the complexity and performance of recurrent neural network (RNN) models as post-processing units for the compensation of fibre nonlinearities in digital coherent sys…