Franz Rieger

MoGen: Detailed Neuronal Morphology Generation via Point Cloud Flow Matching

Biological neurons come in many shapes. High-fidelity generative modeling of their varied morphologies is challenging yet underexplored in neuroscience, and crucial for the subfield of connectomics. We introduce MoGen (Neuronal Morphology Generation), a flow matching model to generate high-resolutio…