materials.md

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Downloads and Materials

Code and Repositories

Code for methods and models is available on the lab GitHub organization.

Open DurstewitzLab on GitHub

Lecture Recordings

Lecture overviews are collected on the teaching page. Students of Heidelberg University can access lecture recordings via Moodle.

Open Teaching page

Recent Talks and Posters

True Zero-Shot Inference of Dynamical Systems Preserving Long-Term Statistics

Christoph Hemmer — NeurIPS 2025

Learning Interpretable Hierarchical Dynamical Systems Models from Time Series Data

Manuel Brenner — ICLR 2025

Integrating Multimodal Data for Joint Generative Modeling of Complex Dynamics

Manuel Brenner — ICML 2024

Optimal Recurrent Network Topologies for Dynamical Systems Reconstruction

Christoph Hemmer — ICML 2024

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.

View book details