Personen

TOP 5 Publikationen:

1. Brenner M, Weber E, Koppe G, Durstewitz D. Learning interpretable hierarchical dynamical systems models from time series dataICLR. 2025.
2. Durstewitz D, Koppe G, Thurm MI. Reconstructing computational system dynamics from neural data with recurrent neural networks.Nat Rev Neurosci. 2023 24(11):693-710. Epub 2023 Oct 4.
3. Brenner M, Hess F, Koppe G, Durstewitz D. Integrating Multimodal Data for Joint Generative Modeling of Complex DynamicsPMLR. 2024 235:4482-4516.
4. Durstewitz D, Averbeck B, Koppe G. What neuroscience can tell AI about learning in continuously changing environmentsNat Machine Intelligence. 2025.
5. Volkmann E, Brändle A, Durstewitz D, Koppe G. A scalable generative model for dynamical system reconstruction from neuroimaging dataNeurIPS. 2024 38:1-35.