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Score Broadcast and Decorrelation

technology1 mentionslast seen Oct 8, 2026

A framework for broadcast-based credit assignment for differentiable losses, generalizing error broadcast mechanisms.

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Score Broadcast and Decorrelationdepends onthree-factor learning rule90% confidence1 source
Score Broadcast and Decorrelationdepends onscore vector expansion88% confidence1 source
Score Broadcast and Decorrelationdepends oncross-entropy loss88% confidence1 source
Score Broadcast and Decorrelationdepends onproper scoring rule85% confidence1 source
Score Broadcast and Decorrelationdepends onexponential-family negative log-likelihood85% confidence1 source
Score Broadcast and Decorrelationdepends onBregman divergence85% confidence1 source
Score Broadcast and Decorrelationdepends onerror broadcast85% confidence1 source
Score Broadcast and Decorrelationdepends onError Broadcast and Decorrelation85% confidence1 source
Score Broadcast and Decorrelationapplies toimage classification75% confidence1 source

Score Broadcast and Decorrelation

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Score Broadcast and Decorrelationdepends oncross-entropy loss

88% confidence1 supporting mentions

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preprintarXivOct 7, 2026Score Broadcast and Decorrelation: A General Framework for Broadcast-Based Credit Assignment
framework supplies a theoretical grounding for the three-factor learning rule under general losses, with the neuromodulatory factor derived as the broadcast loss score. We derive the cross-entropy case explicitly