Georgia Koppe - RankMe

18 papers A* 5Journal 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Computational network models for forecasting and control of mental health trajectories in digital applications. npj Digit. Medicine Janik Fechtelpeter, Christian Rauschenberg, Christian Goetzl, Selina Hiller, Eva Wierzba, Niklas Emonds, Silvia Krumm, Ulrich Reininghaus, Daniel Durstewitz, Georgia Koppe
2026	J	`jnl`	Uncovering the Computational Roles of Nonlinearity in Sequence Modeling Using Almost-Linear RNNs. Trans. Mach. Learn. Res. Manuel Brenner, Georgia Koppe
2025	A*	`conf`	Learning Interpretable Hierarchical Dynamical Systems Models from Time Series Data. ICLR Manuel Brenner, Elias Weber, Georgia Koppe, Daniel Durstewitz
2025	J	`jnl`	Uncovering the Functional Roles of Nonlinearity in Memory. CoRR Manuel Brenner, Georgia Koppe
2025	J	`jnl`	What Neuroscience Can Teach AI About Learning in Continuously Changing Environments. CoRR Daniel Durstewitz, Bruno Averbeck, Georgia Koppe
2024	A*	`conf`	A scalable generative model for dynamical system reconstruction from neuroimaging data. NeurIPS Eric Volkmann, Alena Brändle, Daniel Durstewitz, Georgia Koppe
2024	J	`jnl`	A scalable generative model for dynamical system reconstruction from neuroimaging data. CoRR Eric Volkmann, Alena Brändle, Daniel Durstewitz, Georgia Koppe
2024	A*	`conf`	Integrating Multimodal Data for Joint Generative Modeling of Complex Dynamics. ICML Manuel Brenner, Florian Hess, Georgia Koppe, Daniel Durstewitz
2024	J	`jnl`	Learning Interpretable Hierarchical Dynamical Systems Models from Time Series Data. CoRR Manuel Brenner, Elias Weber, Georgia Koppe, Daniel Durstewitz
2022	J	`jnl`	Multimodal Teacher Forcing for Reconstructing Nonlinear Dynamical Systems. CoRR Manuel Brenner, Georgia Koppe, Daniel Durstewitz
2022	A*	`conf`	Reconstructing Nonlinear Dynamical Systems from Multi-Modal Time Series. ICML Daniel Kramer, Philine Lou Bommer, Daniel Durstewitz, Carlo Tombolini, Georgia Koppe
2021	J	`jnl`	Identifying nonlinear dynamical systems from multi-modal time series data. CoRR Philine Lou Bommer, Daniel Kramer, Carlo Tombolini, Georgia Koppe, Daniel Durstewitz
2021	A*	`conf`	Identifying nonlinear dynamical systems with multiple time scales and long-range dependencies. ICLR Dominik Schmidt, Georgia Koppe, Zahra Monfared, Max Beutelspacher, Daniel Durstewitz
2019	J	`jnl`	Identifying nonlinear dynamical systems via generative recurrent neural networks with applications to fMRI. CoRR Georgia Koppe, Hazem Toutounji, Peter Kirsch, Stefanie Lis, Daniel Durstewitz
2019	J	`jnl`	Identifying nonlinear dynamical systems via generative recurrent neural networks with applications to fMRI. PLoS Comput. Biol. Georgia Koppe, Hazem Toutounji, Peter Kirsch, Stefanie Lis, Daniel Durstewitz
2019	J	`jnl`	Inferring Dynamical Systems with Long-Range Dependencies through Line Attractor Regularization. CoRR Dominik Schmidt, Georgia Koppe, Max Beutelspacher, Daniel Durstewitz
2015	J	`jnl`	Temporal unpredictability of a stimulus sequence and the processing of neutral and emotional stimuli. NeuroImage Georgia Koppe, A. Heidel, Gebhard Sammer, M. Bohus, Bernd Gallhofer, Peter Kirsch, Stefanie Lis
2014	J	`jnl`	Temporal unpredictability of a stimulus sequence affects brain activation differently depending on cognitive task demands. NeuroImage Georgia Koppe, Harald Gruppe, Gebhard Sammer, Bernd Gallhofer, Peter Kirsch, Stefanie Lis