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Marvyn Gulina
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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
952018
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
102021
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
62018
Spectral identification of networks with generalized diffusive coupling
M Gulina, A Mauroy
IFAC-PapersOnLine 55 (30), 492-497, 2022
22022
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
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
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