185 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Heidelberg UniversityDE11 papers
- University Hospital HeidelbergDE6 papers
- Medizinische Fakultät Mannheim4 papers
- Bernstein Center for Computational Neuroscience Heidelberg-MannheimDE2 papers
- Universidade de São PauloBR2 papers
- University of ViennaAT2 papers
- Vienna Institute for International Economic StudiesAT2 papers
- Assistance Publique – Hôpitaux de ParisFR1 paper
- CEA Paris-SaclayFR1 paper
- Centre BorelliFR1 paper
- Centre National de la Recherche ScientifiqueFR1 paper
- Charité - Universitätsmedizin BerlinDE1 paper
3 papers · 1 filter
Identifying nonlinear dynamical systems with multiple time scales and long-range dependencies
Dominik Schmidt, Georgia Koppe, Zahra Monfared +2
A main theoretical interest in biology and physics is to identify the nonlinear dynamical system (DS) that generated observed time series. Recurrent Neural Networks (RNNs) are, in…
Identifying nonlinear dynamical systems via generative recurrent neural networks with applications to fMRI
Georgia Koppe, Hazem Toutounji, Peter Kirsch +2
A major tenet in theoretical neuroscience is that cognitive and behavioral processes are ultimately implemented in terms of the neural system dynamics. Accordingly, a major aim for…
Combined tract segmentation and orientation mapping for bundle-specific tractography
Jakob Wasserthal, Peter Neher, Dusan Hirjak +1
While the major white matter tracts are of great interest to numerous studies in neuroscience and medicine, their manual dissection in larger cohorts from diffusion MRI tractograms…