Using a reservoir computer to learn chaotic attractors, with applications to chaos synchronization and cryptography P Antonik, M Gulina, J Pauwels, S Massar Physical Review E 98 (1), 012215, 2018 | 104 | 2018 |
Two methods to approximate the Koopman operator with a reservoir computer M Gulina, A Mauroy Chaos: An Interdisciplinary Journal of Nonlinear Science 31 (2), 2021 | 13 | 2021 |
Spying on chaos-based cryptosystems with reservoir computing P Antonik, M Gulina, J Pauwels, D Rontani, M Haelterman, S Massar 2018 International Joint Conference on Neural Networks (IJCNN), 1-7, 2018 | 6 | 2018 |
Spectral identification of networks with generalized diffusive coupling M Gulina, A Mauroy IFAC-PapersOnLine 55 (30), 492-497, 2022 | 2 | 2022 |
On the approximations of the Koopman operator and applications to spectral identification of networks M Gulina Université de Namur, 2023 | | 2023 |
Spectral identification in networks of pulse-coupled oscillators M Gulina, A Mauroy 42nd Benelux Meeting on Systems and Control, 35, 2023 | | 2023 |
researchportal. unamur. be M Gulina, A Mauroy | | 2022 |
Dictionary learning in Extended Dynamic Mode Decomposition using a reservoir computer M Gulina, A Mauroy Book of Abstracts: 38th Benelux Meeting on Systems and Control, 42, 2019 | | 2019 |
Utilisation d'un ordinateur réservoir pour décrypter un message transmis via la cryptographie par chaos M Gulina Université Libre de Bruxelles, 2017 | | 2017 |
Cracking chaos-based cryptography with reservoir computing P Antonik, M Gulina, J Pauwels, D Rontani, M Haelterman, S Massar | | 2017 |