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  1. Advanced Convolutional Neural Networks for Nonlinearity Mitigation in Long-Haul WDM Transmission Systems

    Sidelnikov, O., Redyuk, A., Sygletos, S., Fedoruk, M. & Turitsyn, S. K., 15 Apr 2021, In: Journal of Lightwave Technology. 39, 8, p. 2397-2406 10 p., 9324921.

    Research output: Contribution to journal › Article › peer-review

  2. Advanced methods to mitigate fiber nonlinearies using neural networks and probabilistic shaping

    Sidelnikov, O. S., Skidin, A. S., Sygletos, S. & Fedoruk, M. P., 1 Jan 2018, Bragg Gratings, Photosensitivity and Poling in Glass Waveguides and Materials, BGPPM 2018. OSA Publishing, Vol. Part F98-BGPPM 2018.

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

  3. Application of Analysis Methods for Ring Resonator Characteristics to Simulating Soliton Fiber-Optic Communication Lines

    Patrin, G. A., Chekhovskoy, I. S., Sidelnikov, O. S., Shtyrina, O. V. & Fedoruk, M. P., 15 Feb 2025, In: Bulletin of the Lebedev Physics Institute. 51, Suppl 10, p. S834-S847 14 p.

    Research output: Contribution to journal › Article › peer-review

  4. Application of combined optical signal processing methods to compensate for nonlinear effects in fibre-optic communication links

    Skidin, A. S., Sidelnikov, O. S. & Fedoruk, M. P., 1 Jan 2018, In: Quantum Electronics. 48, 12, p. 1160-1163 4 p.

    Research output: Contribution to journal › Article › peer-review

  5. Application of complex fully connected neural networks to compensate for nonlinearity in fibre-optic communication lines with polarisation division multiplexing

    Bogdanov, S. A., Sidelnikov, O. S. & Redyuk, A. A., Dec 2021, In: Quantum Electronics. 51, 12, p. 1076-1080 5 p., 5.

    Research output: Contribution to journal › Article › peer-review

  6. Beam self-cleaning in multimode optical fibers and hydrodynamic 2D turbulence

    Kharenko, D. S., Sldelnikov, O. S., Gonta, V. A., Gervaziev, M. D., Krupa, K., Turitsyn, S., Fedoruk, M. P., Podivilov, E. V., Babin, S. A. & Wabnitz, S., 1 May 2019, 2019 Conference on Lasers and Electro-Optics, CLEO 2019 - Proceedings: QELS_Fundamental Science, CLEO_QELS 2019. Institute of Electrical and Electronics Engineers Inc., 2 p. 8750688. (Conference on Lasers and Electro-Optics).

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

  7. Compensation of Nonlinear Impairments Using Inverse Perturbation Theory with Reduced Complexity

    Redyuk, A., Averyanov, E., Sidelnikov, O., Fedoruk, M. & Turitsyn, S., 15 Mar 2020, In: Journal of Lightwave Technology. 38, 6, p. 1250-1257 8 p., 8984221.

    Research output: Contribution to journal › Article › peer-review

  8. Compensation of nonlinear signal distortions in optical fiber communication systems

    Redyuk, A., Sidelnikov, O. & Fedoruk, M., Apr 2025, In: Optics Communications. 578, 131418.

    Research output: Contribution to journal › Article › peer-review

  9. Complex fully connected neural networks for nonlinearity compensation in long-haul transmission systems

    Bogdanov, S. & Sidelnikov, O., 2021, The European Conference on Lasers and Electro-Optics, CLEO/Europe 2021. The Optical Society, ci_p_7. (Optics InfoBase Conference Papers).

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

  10. 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

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