Browsing Publikasjoner fra Cristin by Journals "Physica D : Non-linear phenomena"
Now showing items 1-2 of 2
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Assessing the robustness of critical behavior in stochastic cellular automata
(Physica D : Non-linear phenomena;Volume 441, December 2022, 133507, Peer reviewed; Journal article, 2022-09-13)There is evidence that biological systems, such as the brain, work at a critical regime robust to noise, and are therefore able to remain in it under perturbations. In this work, we address the question of robustness of ... -
Modern AI versus century-old mathematical models: How far can we go with generative adversarial networks to reproduce stochastic processes?
(Peer reviewed; Journal article, 2023)The usage of generative adversarial networks (GAN)s for synthetic time-series data generation has been gaining popularity in recent years with applications from finance to music composition and processing of textual ...