Brenner M, Hess F, Mikhaeil J. M., Bereska L, Monfared Z, Kuo Po-Chen, Durstewitz D. Tractable dentritic RNNs for reconstructing nonlinear dynamical systems. PMLR. 2022 (39th International Conference on Machine Learning)
Brenner M, Hess F, Mikhaeil J. M., Bereska L, Monfared Z, Kuo Po-Chen, Durstewitz D. Tractable Dendritic RNNs for Reconstructing Nonlinear Dynamical Systems. PMLR. 2022 162:2292-2320.
Brenner M, Koppe G, Durstewitz D. Multimodal teacher forcing for reconstructing nonlinear dynamical systems. arXiv. 2022
Götzl C, Hiller S, Rauschenberg C, Schick A, Fechtelpeter J, Fischer Abaigar U, Koppe G, Durstewitz D, Reininghaus U, Krumm S. Artificial intelligence-informed mobile mental health apps for young people: a mixed-methods approach on users' and stakeholders' perspectives. Child Adolesc Psychiatry Ment Health. 2022 16(1):86.
Kramer D, Bommer Ph L, Tombolini C, Koppe G, Durstewitz D. Reconstructing nonlinear dynamical systems from multi-modal time series. PMLR. 2022 (39th International Conference on Machine Learning)
Melbaum S, Russo E, Eriksson D, Schneider A, Durstewitz D, Brox T, Diester I. Conserved structures of neural activity in sensorimotor cortex of freely moving rats allow cross-subject decoding. Nat Commun. 2022 13(1):7420.
Mikhaeil J. M., Monfared Z, Durstewitz D. On the difficulty of learning chaotic dynamics with RNNs. NeurIPS. 2022 36:1-34.
Pinger M, Thome J, Halli P, Sommer WH, Koppe G, Kirsch P. Comparing Discounting of Potentially Real Rewards and Losses by Means of Functional Magnetic Resonance Imaging. Front Syst Neurosci. 2022 16:867202.
Thome J, Pinger M, Halli P, Durstewitz D, Sommer WH, Kirsch P, Koppe G. A Model Guided Approach to Evoke Homogeneous Behavior During Temporal Reward and Loss Discounting. Front Psychiatry. 2022 13:846119.
Thome J, Steinbach R, Grosskreutz J, Durstewitz D, Koppe G. Classification of amyotrophic lateral sclerosis by brain volume, connectivity, and network dynamics. Hum Brain Mapp. 2022 43(2):681-699. Epub 2021 Oct 16.
Winkelmeier L, Filosa C, Hartig R, Scheller M, Sack MS, Reinwald JR, Becker R, Wolf D, Gerchen M, Sartorius A, Meyer-Lindenberg A, Weber-Fahr W, Clemm von Hohenberg C, Russo E, Kelsch W. Striatal hub of dynamic and stabilized prediction coding in forebrain networks for olfactory reinforcement learning. Nat Commun. 2022 13(1):3305.