Photo of Oleksandr Kotlyar
    • School of Engineering and Applied Science, Aston University

      B4 7ET Birmingham

      United Kingdom

    20062019
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    Research Output 2006 2019

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    Conference contribution
    2019

    Artificial neural network-based equaliser in the nonlinear fourier domain for fibre-optic communication applications

    Kamalian-Kopae, M., Vasylchenkova, A., Kotlyar, O., Pankratova, M., Prilepsky, J. & Turitsyn, S., 17 Oct 2019, 2019 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2019. IEEE, 8871832

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Equalizers
    Fiber optics
    fiber optics
    Fourier transforms
    communication

    Unsupervised and supervised machine learning for performance improvement of NFT optical transmission

    Kotlyar, O., Pankratova, M., Kamalian Kopae, M., Vasylchenkova, A., Prilepsky, J. E. & Turitsyn, S. K., 4 Mar 2019, 2018 British and Irish Conference on Optics and Photonics, BICOP 2018 - Proceedings. IEEE, 8658274

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
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    machine learning
    Light transmission
    Support vector machines
    Learning systems
    quadrature amplitude modulation