Erik W. Schomburg

This study evaluates the stability of connectome-constrained neural network models in identifying biologically plausible circuits, finding that task performance alone is insufficient for reliable mechanistic inference.

This paper develops a deep learning method to correct non-uniform milling artifacts in FIB-SEM images using unsupervised cross-plane image-to-image translation.