Georgia Koppe

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 8

Top Topics

Lyapunov Exponents

Brain Activation

Temporal Scales

Top Venues

Publications

Daniel Kramer, Philine Lou Bommer, Daniel Durstewitz, Carlo Tombolini, Georgia Koppe
Reconstructing Nonlinear Dynamical Systems from Multi-Modal Time Series. ICML (2022)
Manuel Brenner, Georgia Koppe, Daniel Durstewitz
Multimodal Teacher Forcing for Reconstructing Nonlinear Dynamical Systems. CoRR (2022)
Philine Lou Bommer, Daniel Kramer, Carlo Tombolini, Georgia Koppe, Daniel Durstewitz
Identifying nonlinear dynamical systems from multi-modal time series data. CoRR (2021)
Dominik Schmidt, Georgia Koppe, Zahra Monfared, Max Beutelspacher, Daniel Durstewitz
Identifying nonlinear dynamical systems with multiple time scales and long-range dependencies. ICLR (2021)
Dominik Schmidt, Georgia Koppe, Max Beutelspacher, Daniel Durstewitz
Inferring Dynamical Systems with Long-Range Dependencies through Line Attractor Regularization. CoRR (2019)
Georgia Koppe, Hazem Toutounji, Peter Kirsch, Stefanie Lis, Daniel Durstewitz
Identifying nonlinear dynamical systems via generative recurrent neural networks with applications to fMRI. PLoS Comput. Biol. 15 (8) (2019)
Georgia Koppe, Hazem Toutounji, Peter Kirsch, Stefanie Lis, Daniel Durstewitz
Identifying nonlinear dynamical systems via generative recurrent neural networks with applications to fMRI. CoRR (2019)
Georgia Koppe, A. Heidel, Gebhard Sammer, M. Bohus, Bernd Gallhofer, Peter Kirsch, Stefanie Lis
Temporal unpredictability of a stimulus sequence and the processing of neutral and emotional stimuli. NeuroImage 120 (2015)
Georgia Koppe, Harald Gruppe, Gebhard Sammer, Bernd Gallhofer, Peter Kirsch, Stefanie Lis
Temporal unpredictability of a stimulus sequence affects brain activation differently depending on cognitive task demands. NeuroImage 101 (2014)