Code and Repositories
Code for methods and models is available on the lab GitHub organization.
Downloads and Materials
Lecture Recordings
Lecture overviews are collected on the teaching page. Students of Heidelberg University can access lecture recordings via Moodle.
Recent Talks and Posters
True Zero-Shot Inference of Dynamical Systems Preserving Long-Term Statistics
Learning Interpretable Hierarchical Dynamical Systems Models from Time Series Data
Integrating Multimodal Data for Joint Generative Modeling of Complex Dynamics
Optimal Recurrent Network Topologies for Dynamical Systems Reconstruction
Book
Advanced Data Analysis in Neuroscience
Integrating Statistical and Computational Models — a graduate-level resource on linear/nonlinear statistical and ML methods for neuroscience time series.