Browse by Aston Author

2024

Bogdanov, Stepan, Shepelsky, Dmitry, Kamalian Kopae, Morteza, Vasylchenkova, Anastasiia and Prilepsky, Jaroslaw E. (2024). Finite-Genus Solutions-based Optical Communication with the Riemann-Hilbert Problem Transmitter and a Convolutional Neural Network Receiver. Journal of Lightwave Technology, 42 (16), pp. 5529-5536.

2023

Nurlybayeva, Karina, Argüello Ron, Diego, Kamalian-Kopae, Morteza, Turitsyna, Elena and Turitsyn, Sergei (2023). Implementation of Noise-Resistant Crowd Equalisation in Optical Communication Systems with Machine Learning DSP. IN: Proceedings of the 2022 Asia Communications and Photonics Conference (ACP). Asia Communications and Photonics Conference (ACP) Proceedings . CHN: IEEE.

2022

Ron, Diego Argüello, Freire, Pedro J, Prilepsky, Jaroslaw E, Kamalian-Kopae, Morteza, Napoli, Antonio and Turitsyn, Sergei K (2022). Experimental implementation of a neural network optical channel equalizer in restricted hardware using pruning and quantization. Scientific Reports, 12 (1),

2021

Sedov, Egor V., Freire, Pedro J., Seredin, Vladimir V., Kolbasin, Vladyslav A., Kamalian-kopae, Morteza, Chekhovskoy, Igor S., Turitsyn, Sergei K. and Prilepsky, Jaroslaw E. (2021). Neural networks for computing and denoising the continuous nonlinear Fourier spectrum in focusing nonlinear Schrödinger equation. Scientific Reports, 11 (1),

Arguello Ron, Diego, Kamalian Kopae, Morteza and Turitsyn, Sergei K. (2021). Noise-Resistant Optical Implementation of Analogue Neural Networks. IN: 2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021. DEU: IEEE.

Kotlyar, Oleksandr, Kamalian-kopae, Morteza, Pankratova, Maryna, Vasylchenkova, Anastasiia, Prilepsky, Jaroslaw E. and Turitsyn, Sergei K. (2021). Convolutional long short-term memory neural network equalizer for nonlinear Fourier transform-based optical transmission systems. Optics Express, 29 (7), pp. 11254-11267.

De Moura, Uiara Celine, Iqbal, Md Asif, Kamalian-kopae, Morteza, Krzczanowicz, Lukasz, Da Ros, Francesco, Rosa Brusin, Ann Margareth, Carena, Andrea, Forysiak, Wladek, Turitsyn, Sergei K. and Zibar, Darko (2021). Multi-band programmable gain Raman amplifier. Journal of Lightwave Technology, 39 (2), pp. 429-438.

2020

Sugavanam, Srikanth, Kopae, Morteza Kamalian, Peng, Junsong, Prilepsky, Jaroslaw E. and Turitsyn, Sergei K. (2020). Author Correction:Analysis of laser radiation using the Nonlinear Fourier transform (Nature Communications, (2019), 10, 1, (5663), 10.1038/s41467-019-13265-4). Nature Communications, 11 (1),

Kamalian Kopae, Morteza, Vasylchenkova, Anastasiia, Shepelsky, Dmitry, Prilepsky, Jaroslaw E. and Turitsyn, Sergei K. (2020). Full-spectrum periodic nonlinear Fourier transform optical communication through solving the Riemann-Hilbert problem. Journal of Lightwave Technology, 38 (14), pp. 3602-3615.

Kotlyar, Oleksandr, Pankratova, Maryna, Kamalian-Kopae, Morteza, Vasylchenkova, Anastasiia, Prilepsky, Jaroslaw E. and Turitsyn, Sergei K. (2020). Combining nonlinear Fourier transform and neural network-based processing in optical communications. Optics Letters, 45 (13), pp. 3462-3465.

2019

Sugavanam, Srikanth, Kopae, Morteza Kamalian, Peng, Junsong, Prilepsky, Jaroslaw E. and Turitsyn, Sergei K. (2019). Analysis of laser radiation using the Nonlinear Fourier transform. Nature Communications, 10 (1),

Kotlyar, Oleksandr, Kamalian Kopae, Morteza, Prilepsky, Jaroslaw E., Pankratova, Maryna and Turitsyn, Sergei K. (2019). Machine learning for performance improvement of periodic NFT-based communication system. IN: 2019 European Conference on Optical Communications. Royal Dublin Society, 2019-09-22 - 2019-09-26.

2018

Kamalian Kopae, Morteza (2018). On nonlinear Fourier transform-based fibre-optic communication systems for periodic signals. PHD thesis, Aston University.