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  1. 2021

  2. Use of complex fully connected neural networks to compensate for nonlinear effects in fibre-optic communication lines

    Bogdanov, S. A. & Sidelnikov, O. S., May 2021, In: Quantum Electronics. 51, 5, p. 459-462 4 p.

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

  3. 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

  4. Experimental observation of self-imaging in SMF-28 optical fibers

    Mangini, F., Ferraro, M., Zitelli, M., Niang, A., Tonello, A., Couderc, V., Sidelnikov, O., Frezza, F. & Wabnitz, S., 12 Apr 2021, In: Optics Express. 29, 8, p. 12625-12633 9 p.

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

  5. Nonlinear Fourier transform for analysis of optical spectral combs

    Turitsyn, S. K., Chekhovskoy, I. S. & Fedoruk, M. P., 1 Feb 2021, In: Physical review. E. 103, 2, p. L020202

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

  6. A novel sixth-order algorithm for the direct zakharov-shabat problem

    Medvedev, S. B., Vaseva, I. A., Chekhovskoy, I. S. & Fedoruk, M. P., 2021, The European Conference on Lasers and Electro-Optics, CLEO/Europe 2021. The Optical Society, ci_2_5. (Optics InfoBase Conference Papers).

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

  7. 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

  8. 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

  9. 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.). The International Society for Optical Engineering, 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

  10. 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

  11. 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

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