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Earl K Miller

2 accepted papers

2025

Characterizing control between interacting subsystems with deep Jacobian estimation

NeurIPS 2025spotlight

Biological function arises through the dynamical interactions of multiple subsystems, including those between brain areas, within gene regulatory networks, and more. A common approach to understanding these systems is to model the dynamics of each subsystem and characterize communication between the…

Cited by 0SourceScholar
2025

Differentiable Optimization of Similarity Scores Between Models and Brains

ICLR 2025poster

How do we know if two systems - biological or artificial - process information in a similar way? Similarity measures such as linear regression, Centered Kernel Alignment (CKA), Normalized Bures Similarity (NBS), and angular Procrustes distance, are often used to quantify this similarity. However, it…