Using Convolutional Neural Networks to Restore Audiosignals

Morozova, K. & Rakitskiy, A., 30 Jun 2021, 2021 IEEE 22nd International Conference of Young Professionals in Electron Devices and Materials, EDM 2021 - Proceedings. IEEE Computer Society, p. 524-527 4 p. 9507633. (International Conference of Young Specialists on Micro/Nanotechnologies and Electron Devices, EDM; vol. 2021-June).

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

A Novel Sixth-Order Algorithm for the Direct Zakharov-Shabat Problem

Medvedev, S. B., Vaseva, I. A., Chekhovskoy, I. S. & Fedoruk, M. P., Jun 2021, 2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021. Institute of Electrical and Electronics Engineers Inc., (2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021).

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

Complex Fully Connected Neural Networks for Nonlinearity Compensation in Long-Haul Transmission Systems

Bogdanov, S. & Sidelnikov, O., Jun 2021, 2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021. Institute of Electrical and Electronics Engineers Inc., 1 p. (2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021; vol. 2021-January).

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., Prilepsky, J., Chekhovskoy, I. & Turitsyn, S., Jun 2021, 2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021. Institute of Electrical and Electronics Engineers Inc., 1 p. EJ-1.4. (2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021; vol. 2021-June).

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., Jun 2021, 2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021. Institute of Electrical and Electronics Engineers Inc., (2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021).

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., Jun 2021, 2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021. Institute of Electrical and Electronics Engineers Inc., 1 p. Paper CI-P.6. (2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021).

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., Jun 2021, 2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021. Institute of Electrical and Electronics Engineers Inc., (2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021).

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., Jun 2021, 2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021. Institute of Electrical and Electronics Engineers Inc., 1 p. (2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021).

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., Jun 2021, 2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021. Institute of Electrical and Electronics Engineers Inc., Paper CI-P.2. (2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021).

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

Development and Research of Neural Network Based Method for Reconstructing Audio Signals

Morozova, K. & Rakitskiy, A., 13 May 2021, Proceedings - 2021 Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2021. Institute of Electrical and Electronics Engineers Inc., p. 316-318 3 p. 9455000. (Proceedings - 2021 Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2021).

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