Computing continuous nonlinear fourier spectrum of optical signal with artificial neural networks

Sedov, E., Prilepsky, J., Chekhovskoy, I. & Turitsyn, S., 2021, European Quantum Electronics Conference, EQEC 2021. The Optical Society, ej_1_4. (Optics InfoBase Conference Papers).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

Computing continuous nonlinear Fourier spectrum of optical signal with artificial neural networks

Sedov, E., Prylepskiy, J., Chekhovskoy, I. & Turitsyn, S., 2021, Applications of Machine Learning 2021. Zelinski, M. E., Taha, T. M. & Howe, J. (eds.). SPIE, 118430J. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11843).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

Control of multi-soliton generation in fiber 8-figure laser by tunable spectral filtering

Kokhanovskiy, A., Kuprikov, E., Serebrennikov, K. & Turitsyn, S., 2021, The European Conference on Lasers and Electro-Optics, CLEO/Europe 2021. The Optical Society, cj_p_7. (Optics InfoBase Conference Papers).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

Convolutional neural networks with multiple layers per span for nonlinearity mitigation in long-haul WDM transmission systems

Sidelnikov, O., Redyuk, A., Sygletos, S., Fedoruk, M. & Turitsyn, S., 2021, The European Conference on Lasers and Electro-Optics, CLEO/Europe 2021. The Optical Society, ci_p_6. (Optics InfoBase Conference Papers).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

Deep neural networks with time-domain synthetic photonic lattices

Pankov, A. V., Sidelnikov, O. S., Vatnik, I. D., Churkin, D. V. & Sukhorukov, A. A., 2021, European Quantum Electronics Conference, EQEC 2021. The Optical Society, jsiv_p_3. (Optics InfoBase Conference Papers).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

Deep reinforcement learning algorithm for self-tuning 8-figure fiber laser

Kokhanovskiy, A., Kuprikov, E., Serebrennikov, K. & Turitsyn, S., 2021, The European Conference on Lasers and Electro-Optics, CLEO/Europe 2021. The Optical Society, cj_4_3. (Optics InfoBase Conference Papers).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

Fast eigenvalue evaluation of the direct Zakharov-Shabat problem in telecommunication signals using adaptive phase jump tracking

Chekhovskoy, I. S., Medvedev, S. B., Vaseva, I. A., Sedov, E. V. & Fedoruk, M. P., 2021, The European Conference on Lasers and Electro-Optics, CLEO/Europe 2021. The Optical Society, ci_p_2. (Optics InfoBase Conference Papers).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

Mechanism of brightness enhancement in multimode LD-pumped graded-index fiber Raman lasers

Babin, S. A., Kuznetsov, A. G., Sidelnikov, O. S., Kablukov, S. I., Podivilov, E. V., Fedoruk, M. P. & Wabnitz, S., 2021, Laser Applications Conference, LAC 2021. Optica Publishing Group (formerly OSA), JM3A.12. (Optics InfoBase Conference Papers).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

Neural Networks for Nonlinear Fourier Spectrum Computation

Sedov, E., Freire, P. J., Chekhovskoy, I., Turitsyn, S. & Prilepsky, J., 2021, 2021 European Conference on Optical Communication, ECOC 2021. Institute of Electrical and Electronics Engineers Inc., (2021 European Conference on Optical Communication, ECOC 2021).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

Nonlinear spectrum transformation in semiconductor optical amplifiers

Bednyakova, A., Khudozhitkova, D., Kokhanovskiy, A. & Turitsyn, S. K., 2021, Laser Science, LS 2021. Optica Publishing Group (formerly OSA), JTu1A.97. (Optics InfoBase Conference Papers).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review