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  1. Semi-Supervised Learned Autoencoder for Classification of Events in Distributed Fibre Acoustic Sensors

    Козьмин, А. Д., Калашев, О. Е., Chernenko, A. & Редюк, А. А., 14 Jun 2025, In: Sensors. 25, 12, 22 p., 3730.

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

  2. Scheme of Signal Processing in a Multimode Communication Receiver Based on Convolutional Neural Networks

    Sidelnikov, O. S., Redyuk, A. A. & Fedoruk, M. P., Sept 2023, In: Bulletin of the Lebedev Physics Institute. 50, p. S336-S342 7 p.

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

  3. Perturbative Machine Learning Technique for Nonlinear Impairments Compensation in WDM Systems

    Averyanov, E., Redyuk, A., Sidelnikov, O., Soroklna, M., Fedoruk, M. & Turitsyn, S., 14 Nov 2018, 2018 European Conference on Optical Communication, ECOC 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-September. 8535338. (European Conference on Optical Communication, ECOC; vol. 2018-September).

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

  4. Nonlinear Waves in Multimode Fibers

    Чеховской, И. С., Сидельников, О. С., Редюк, А. А., Штырина, О. В., Федорук, М. П., Турицын, С. К., Каблуков, С. И., Бабин, С. А. & Вабниц, С., 2018, Сингапур: Springer Singapore. 55 p.

    Research output: Book/Report › Book › Research › peer-review

  5. Nonlinear Spectrum of Conventional OFDM and WDM Return-to-Zero Signals in Nonlinear Channel

    Турицын, С. К., Седов, Е. В., Редюк, А. А. & Федорук, М. П., 15 Jan 2020, In: Journal of Lightwave Technology. 38, 2, p. 352-358 7 p., 8915744.

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

  6. Nonlinearity compensation techniques using machine learning

    Sygletos, S., Redyuk, A. & Sidelnikov, O., 1 Jan 2019, Signal Processing in Photonic Communications, SPPCom 2019. OSA Publishing, (Optics InfoBase Conference Papers; vol. Part F137-SPPCom 2019).

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

  7. Nonlinear Equalization in Long Haul Transmission Systems Using Dynamic Multi-Layer Perceptron Networks

    Sidelnikov, O., Redyuk, A. & Sygletos, S., 14 Nov 2018, 2018 European Conference on Optical Communication, ECOC 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-September. 8535144. (European Conference on Optical Communication, ECOC; vol. 2018-September).

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

  8. Nonlinear effects in optical signal transmission using a multimode fibre with weak coupling

    Sidelnikov, O. S. & Redyuk, A. A., 2017, In: Quantum Electronics. 47, 4, p. 330-334 5 p.

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

  9. ML-Assisted Particle Swarm Optimization of a Perturbation-Based Model for Nonlinearity Compensation in Optical Transmission Systems

    Redyuk, A., Shevelev, E., Danilko, V. & Fedoruk, M., 1 Jan 2024, In: Journal of Lightwave Technology. p. 1-8

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

  10. Methods for compensation of nonlinear effects in multichannel data transfer systems based on dynamic neural networks

    Sidelnikov, O. S., Redyuk, A. A., Sygletos, S. & Fedoruk, M. P., 11 Oct 2019, In: Quantum Electronics. 49, 12, p. 1154-1157 4 p.

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

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