• 14 Citations
  • 1 h-Index
20172019

Research output per year

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Personal profile

Diplomas

Physical Sciences Bachelor (UNamur, 2014)

Mathematical Sciences Bachelor (UNamur, 2015)

Physical Sciences Master (ULB, 2017)

Areas of expertise

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Research Output

  • 14 Citations
  • 1 h-Index
  • 2 Conference contribution
  • 1 Article
  • 1 Master's Thesis

Dictionary learning in Extended Dynamic Mode Decomposition using a reservoir computer

Gulina, M. & Mauroy, A., 19 Mar 2019, 38th Benelux Meeting on Systems and Control: Book of Abstracts. p. 42 211 p.

Research output: Contribution in Book/Catalog/Report/Conference proceedingConference contribution

  • Spying on chaos-based cryptosystems with reservoir computing

    Antonik, P., Gulina, M., Pauwels, J., Rontani, D., Haelterman, M. & Massar, S., 10 Oct 2018, 2018 International Joint Conference on Neural Networks, IJCNN 2018 - Proceedings. IEEE, Vol. 2018-July. p. 1-7 7 p. 8489102. (2018 International Joint Conference on Neural Networks (IJCNN)).

    Research output: Contribution in Book/Catalog/Report/Conference proceedingConference contribution

  • Using a reservoir computer to learn chaotic attractors, with applications to chaos synchronization and cryptography

    Antonik, P., Gulina, M., Pauwels, J. & Massar, S., 24 Jul 2018, In : Physical Review E - Statistical, Nonlinear, and Soft Matter Physics. 98, 1, 9 p., 012215.

    Research output: Contribution to journalArticle

    Open Access
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    Activities

    • 2 Participation in conference

    38th Benelux Meeting on Systems and Control

    Marvyn Gulina (Contributor)

    19 Mar 201922 Mar 2019

    Activity: Participating in or organising an event typesParticipation in conference

    37th Benelux Meeting on Systems and Control

    Marvyn Gulina (Participant)

    27 Mar 201829 Mar 2018

    Activity: Participating in or organising an event typesParticipation in conference