iiinova — where your digital self keeps evolving

Franz Rieger

@riegerfr.bsky.social

Franz Rieger @riegerfr.bsky.social · 28/07/2026

We launched NISB to make #connectomics neuron segmentation progress measurable. 📈 First submission — straight to the top 🏆 Donglai Wei: 59.6% NERL vs our baseline's 43.0%. Congrats! 👏 ~40% of neuron length still unaccounted for. Rolling submissions 👉 structuralneurobiologylab.github.io/nisb/

structuralneurobiologylab.github.io

NISB: Neuron Instance Segmentation Benchmark

031

Franz Rieger @riegerfr.bsky.social · 21/04/2026

By improving automated reconstruction through synthetic data augmentation, MoGen is estimated to save over 157 person-years of manual proofreading labor for a full mouse brain connectome. 🔗 mogen-release.web.app With @janmatthis.bsky.social, @stardazed0.bsky.social & @michalwj.bsky.social

mogen-release.web.app

MoGen: Detailed Neuronal Morphology Generation

010

Franz Rieger @riegerfr.bsky.social · 21/04/2026

Can generative AI accelerate neuroscience? Excited to share MoGen at ICLR 2026!🧠 We use point cloud flow matching to generate high-fidelity 3D neuron fragments, capturing intricate details like dendritic spines.

174