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Inferring Active Neural Circuits Using Diffusion Scores

q-bio.NC · 2026-05-04 · unverdicted · novelty 7.0

SBTG recovers the Jacobian of the nonlinear transition map between brain states by multiplying cross-block scores from denoising models, enabling inference of lag-specific directed interactions in neural population data such as C. elegans calcium imaging.

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  • Inferring Active Neural Circuits Using Diffusion Scores q-bio.NC · 2026-05-04 · unverdicted · none · ref 35

    SBTG recovers the Jacobian of the nonlinear transition map between brain states by multiplying cross-block scores from denoising models, enabling inference of lag-specific directed interactions in neural population data such as C. elegans calcium imaging.