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Adrien Doerig

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Preprint Oct 2026

Local learning is all you need: brain-aligned predictive coding networks

Predictive Coding (PC) is an influential account of how brain representations emerge through hierarchical, local, self-supervised prediction-based learning, without requiring globally propagated error signals. Despite extensive evidence supporting PC, a striking paradox persists: computational models built on these bio...

Dirk Gütlin, Ryszard Auksztulewicz, Adrien Doerig · 0 citations

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