Article

BACE: Behavior-Adaptive Connectivity Estimation for Interpretable Graphs of Neural Dynamics

2025-10-23

Abstract excerpt

Understanding how distributed brain regions coordinate to produce behavior requires models that are both predictive and interpretable. We introduce Behavior-Adaptive Connectivity Estimation (BACE), an end-to-end framework that learns phase-specific, directed inter-regional connectivity directly from multi-region intracranial local field potentials (LFP). BACE aggregates many micro contacts within each anatomical r...

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Literature Corpus work: 964c7a57-d0e9-501c-bc6d-16947f35aeed
DOI: 10.1101/2025.10.21.683776

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