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Fischell Department of Bioengineering, Department of Electrical and Computer Engineering, Brain and Behavior Institute, Maryland University of Maryland
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Neural time-series residuals consistently violate Gaussianity, but framing effective connectivity as a min-max channel capacity game over normalizing flows reliably uncovers directed causal networks where Granger causality and linear-Gaussian estimators fail.