17 citations · 27 across the 6 of their papers we have counts for
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cs.IT2020★ 9 cited
Deep-learning Autoencoder for Coherent and Nonlinear Optical Communication
Tim Uhlemann, Sebastian Cammerer, Alexander Span +2
Motivated by the recent success of end-to-end training of communications in the wireless domain, we strive to adapt the end-to-end-learning idea from the wireless case (i.e., linea…
cs.IT2020★ 1 cited
Successive Eigenvalue Removal for Multi-Soliton Spectral Amplitude Estimation
Alexander Span, Vahid Aref, Henning Buelow +1
Optical nonlinear Fourier transform-based communication systems require an accurate estimation of a signal's nonlinear spectrum, computed usually by piecewise approximation methods…