Gregory Schwartzman

Unsupervised neuronal cell typing from connectivity by minimum description length

This paper introduces an unsupervised method for neuronal cell typing using connectivity data, achieving high agreement with expert annotations in fruit fly brain regions.

Distributed control circuits across a brain-and-cord connectome

The paper presents the first densely reconstructed adult fruit fly connectome integrating the brain and ventral nerve cord, revealing distributed control circuits involving local and long-range neural connections.

Connectivity Is All You Need: Inferring Neuronal Types with NTAC

NTAC infers neuronal cell types from synaptic connectivity, achieving high accuracy with minimal labeled data and outperforming morphology-based methods.