Nonlinear Fourier transform for optical data processing and transmission: advances and perspectives SK Turitsyn, JE Prilepsky, ST Le, S Wahls, LL Frumin, M Kamalian, ... Optica 4 (3), 307-322, 2017 | 413 | 2017 |
Analysis of laser radiation using the Nonlinear Fourier transform S Sugavanam, MK Kopae, J Peng, JE Prilepsky, SK Turitsyn Nature communications 10 (1), 5663, 2019 | 59 | 2019 |
Periodic nonlinear Fourier transform for fiber-optic communications, Part I: theory and numerical methods M Kamalian, JE Prilepsky, ST Le, SK Turitsyn Optics express 24 (16), 18353-18369, 2016 | 57 | 2016 |
Multi–band programmable gain Raman amplifier UC De Moura, MA Iqbal, M Kamalian, L Krzczanowicz, F Da Ros, ... Journal of Lightwave Technology 39 (2), 429-438, 2020 | 56 | 2020 |
Combining nonlinear Fourier transform and neural network-based processing in optical communications O Kotlyar, M Pankratova, M Kamalian-Kopae, A Vasylchenkova, ... Optics letters 45 (13), 3462-3465, 2020 | 52 | 2020 |
Convolutional long short-term memory neural network equalizer for nonlinear Fourier transform-based optical transmission systems O Kotlyar, M Kamalian-Kopae, M Pankratova, A Vasylchenkova, ... Optics Express 29 (7), 11254-11267, 2021 | 40 | 2021 |
Periodic nonlinear Fourier transform for fiber-optic communications, Part II: eigenvalue communication M Kamalian, JE Prilepsky, ST Le, SK Turitsyn Optics express 24 (16), 18370-18381, 2016 | 38 | 2016 |
On the design of NFT-based communication systems with lumped amplification M Kamalian, JE Prilepsky, ST Le, SK Turitsyn Journal of Lightwave Technology 35 (24), 5464-5472, 2017 | 34 | 2017 |
Experimental implementation of a neural network optical channel equalizer in restricted hardware using pruning and quantization DA Ron, PJ Freire, JE Prilepsky, M Kamalian-Kopae, A Napoli, ... Scientific Reports 12 (1), 8713, 2022 | 26 | 2022 |
Signal modulation and processing in nonlinear fibre channels by employing the Riemann–Hilbert problem M Kamalian, A Vasylchenkova, D Shepelsky, JE Prilepsky, SK Turitsyn Journal of Lightwave Technology 36 (24), 5714-5727, 2018 | 25 | 2018 |
Modified nonlinear inverse synthesis for optical links with distributed Raman amplification ST Le, JE Prilepsky, M Kamalian, P Rosa, M Tan, JD Ania-Castañón, ... Optical Communication (ECOC), 2015 European Conference on, 1--3, 2015 | 25 | 2015 |
Achievable information rate of nonlinear inverse synthesis based 16QAM OFDM transmission ST Le, ID Phillips, JE Prilepsky, M Kamalian, AD Ellis, P Harper, ... ECOC 2016; 42nd European Conference on Optical Communication, 1-3, 2016 | 19 | 2016 |
Optical communication based on the periodic nonlinear Fourier transform signal processing MK Kopae, JE Prilepsky, ST Le, SK Turitsyn 2016 IEEE 6th International Conference on Photonics (ICP), 1-3, 2016 | 19 | 2016 |
Full-spectrum periodic nonlinear Fourier transform optical communication through solving the Riemann-Hilbert problem M Kamalian-Kopae, A Vasylchenkova, D Shepelsky, JE Prilepsky, ... Journal of Lightwave Technology 38 (14), 3602-3615, 2020 | 18 | 2020 |
Unsupervised and supervised machine learning for performance improvement of NFT optical transmission O Kotlyar, M Pankratova, M Kamalian, A Vasylchenkova, JE Prilepsky, ... 2018 IEEE British and Irish conference on optics and photonics (BICOP), 1-4, 2018 | 18 | 2018 |
Spectral efficiency estimation in periodic nonlinear Fourier transform based communication systems SKT Morteza Kamalian Kopae, Jaroslaw E Prilepsky, Son T Le Optical Fiber Communication Conference, Th2A. 54, 2017 | 13* | 2017 |
Machine learning for performance improvement of periodic NFT-based communication system O Kotlyar, M Kamalian-Kopae, JE Prilepsky, M Pankratova, SK Turitsyn 45th European Conference on Optical Communication (ECOC 2019), 1-4, 2019 | 12 | 2019 |
Equalization-enhanced phase noise in nonlinear inverse synthesis transmissions ST Le, ID Philips, JE Prilepsky, M Kamalian, AD Ellis, P Harper, ... ECOC 2016; 42nd European Conference on Optical Communication, 1-3, 2016 | 12 | 2016 |
Neural networks for computing and denoising the continuous nonlinear Fourier spectrum in focusing nonlinear Schrödinger equation EV Sedov, PJ Freire, VV Seredin, VA Kolbasin, M Kamalian-Kopae, ... Scientific Reports 11 (1), 22857, 2021 | 11 | 2021 |
Artificial neural network-based equaliser in the nonlinear Fourier domain for fibre-optic communication applications M Kamalian-Kopae, A Vasylchenkova, O Kotlyar, M Pankratova, ... 2019 Conference on Lasers and Electro-Optics Europe & European Quantum …, 2019 | 10 | 2019 |