Edward Boyden — accepted AI-conference papers

2025

ConnectomeBench: Can LLMs proofread the connectome?

Jeff Brown, Andrew Kirjner, Annika Vivekananthan, Edward Boyden

NeurIPS 2025spotlight

Connectomics—the mapping of neural connections in an organism's brain—currently requires extraordinary human effort to proofread the data collected from imaging and machine-learning assisted segmentation. With the growing excitement around using AI agents to automate important scientific tasks, we e…

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2016

Automated scalable segmentation of neurons from multispectral images

Uygar Sümbül, Douglas Roossien, Dawen Cai, Fei Chen, Nicholas Barry, John P. Cunningham +2

NeurIPS 2016poster

Reconstruction of neuroanatomy is a fundamental problem in neuroscience. Stochastic expression of colors in individual cells is a promising tool, although its use in the nervous system has been limited due to various sources of variability in expression. Moreover, the intermingled anatomy of neurona…

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