115 citations · 115 across the 3 of their papers we have counts for
3 papers
q-bio.NC2024
Harmonic fractal transformation, 4R-regeneration and noise shaping for ultra wide-band reception in FitzHugh-Nagumo neuronal model
Mariia Sorokina
Human hearing range significantly surpasses the typical neuronal spiking frequency. Yet, neurons with their modest frequency range not only efficiently receive and process multiple…
physics.data-an2017★ 115 cited
Sparse Identification for Nonlinear Optical Communication Systems: SINO Method
Mariia Sorokina, Stylianos Sygletos, Sergei Turitsyn
We introduce low complexity machine learning based approach for mitigating nonlinear impairments in optical fiber communications systems. The immense intricacy of the problem calls…
cs.IT2016
Ripple Distribution for Nonlinear Fibre-Optic Channels
Mariia Sorokina, Stylianos Sygletos, Sergei Turitsyn
Since Shannon proved that Gaussian distribution is the optimum for a linear channel with additive white Gaussian noise and he calculated the corresponding channel capacity, it rema…