185 citations
- Heidelberg UniversityDE7 papers
- Central Institute of Mental HealthDE4 papers
- Bernstein Center for Computational Neuroscience Heidelberg-MannheimDE2 papers
- University of StuttgartDE2 papers
- ETH ZurichCH1 paper
- German Cancer Research CenterDE1 paper
- Institute of NeuroinformaticsCH1 paper
- Max Planck Institute for Chemical Physics of SolidsDE1 paper
- Max Planck Institute for Solid State ResearchDE1 paper
- Princeton UniversityUS1 paper
- University Hospital HeidelbergDE1 paper
- University of ManitobaCA1 paper
7 papers
Leveraging Implicit Expert Knowledge for Non-Circular Machine Learning in Sepsis Prediction
Shigehiko Schamoni, Holger A. Lindner, Verena Schneider-Lindner +2
Sepsis is the leading cause of death in non-coronary intensive care units. Moreover, a delay of antibiotic treatment of patients with severe sepsis by only few hours is associated…
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…
Free-carrier dynamics in AuPb probed by optical conductivity measurements
R. Kemmler, R. Hübner, A. Löhle +5
We measured the optical reflectivity of the Dirac material AuPb in a broad frequency range (30 - 48 000 cm) for temperatures between 9 and 300 K. The optical conductiv…
Optical conductivity of the Weyl semimetal NbP
D. Neubauer, A. Yaresko, Weiwu Li +7
The optical properties of (001)-oriented NbP single crystals have been studied in a wide spectral range from 6 meV to 3 eV from room temperature down to 10 K. The itinerant carrier…
Detecting Multiple Change Points Using Adaptive Regression Splines with Application to Neural Recordings
Hazem Toutounji, Daniel Durstewitz
Time series, as frequently the case in neuroscience, are rarely stationary, but often exhibit abrupt changes due to attractor transitions or bifurcations in the dynamical systems p…