Vyzkoušejte nový nástroj s podporou AI
Summon Research Assistant
BETA
Finite-Genus Solutions-Based Optical Communication With the Riemann-Hilbert Problem Transmitter and a Convolutional Neural Network Receiver
Bogdanov, Stepan, Shepelsky, Dmitry, Kamalian-Kopae, Morteza, Vasylchenkova, Anastasiia, Prilepsky, Jaroslaw E.
Published in Journal of lightwave technology (15.08.2024)
Published in Journal of lightwave technology (15.08.2024)
Get full text
Journal Article
Phase computation for the finite-genus solutions to the focusing nonlinear Schrödinger equation using convolutional neural networks
Bogdanov, Stepan, Shepelsky, Dmitry, Vasylchenkova, Anastasiia, Sedov, Egor, Freire, Pedro J., Turitsyn, Sergei K., Prilepsky, Jaroslaw E.
Published in Communications in nonlinear science & numerical simulation (01.10.2023)
Published in Communications in nonlinear science & numerical simulation (01.10.2023)
Get full text
Journal Article
Complex Fully Connected Neural Networks for Nonlinearity Compensation in Long-Haul Transmission Systems
Bogdanov, Stepan, Sidelnikov, Oleg
Published in 2021 Conference on Lasers and Electro-Optics Europe & European Quantum Electronics Conference (CLEO/Europe-EQEC) (21.06.2021)
Published in 2021 Conference on Lasers and Electro-Optics Europe & European Quantum Electronics Conference (CLEO/Europe-EQEC) (21.06.2021)
Get full text
Conference Proceeding
Complexity Reduction of Neural Networks for Nonlinear Fourier Transform in Optical Transmission Systems
Bogdanov, Stepan, Freire, Pedro J., Prilepsky, Jaroslaw E.
Published in 2024 IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN) (05.05.2024)
Published in 2024 IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN) (05.05.2024)
Get full text
Conference Proceeding
Periodic finite-band solutions to the focusing nonlinear Schr\"{o}dinger equation by the Fokas method: inverse and direct problems
Shepelsky, Dmitry, Karpenko, Iryna, Bogdanov, Stepan, Prilepsky, Jaroslaw E
Year of Publication 28.11.2023
Year of Publication 28.11.2023
Get full text
Journal Article