output
20142024
most citedCombined tract segmentation and orientation mapping for bundle-specific tractography

185 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2019 · cs.LGShow all

2 papers · 2 filters

cs.LG2019★ 10 cited

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…

cs.LG2019★ 80 cited

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…