Search Results for author: Filipe Ferreira

Found 1 papers, 0 papers with code

Experimental Investigation of Deep Learning for Digital Signal Processing in Short Reach Optical Fiber Communications

no code implementations18 May 2020 Boris Karanov, Mathieu Chagnon, Vahid Aref, Filipe Ferreira, Domanic Lavery, Polina Bayvel, Laurent Schmalen

The investigation of digital signal processing (DSP) optimized on experimental data is extended to pulse amplitude modulation with receivers performing sliding window sequence estimation using a feed-forward or a recurrent neural network as well as classical nonlinear Volterra equalization.

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