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Staff

Dr. Georgia Koppe

Head of the working group

Department Hector Institute for Artificial Intelligence in Psychiatry (HITKIP)

Clinic Psychiatry and Psychotherapy

Department Theoretical Neuroscience

RG Computational Psychiatry

e-mail

Laboratory, Room 2.07

Publications in peer reviewed journals since 2006

TOP 5 publications:

  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.

Zentralinstitut für Seelische Gesundheit (ZI) - https://www.zi-mannheim.de