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Hierarchy or heterarchy? a theory of long-range connections for the sensorimotor brain.arXiv preprint arXiv:2507.05888(2025)

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cs.LG 1

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2026 1

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Error Highways: Scaling Predictive Coding to Very Deep Networks

cs.LG · 2026-06-22 · unverdicted · novelty 6.0

Highway error propagation augments predictive coding with feedback matrices V to deliver depth-independent error corrections, allowing effective training of 128-layer MLPs while preserving local synaptic updates.

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  • Error Highways: Scaling Predictive Coding to Very Deep Networks cs.LG · 2026-06-22 · unverdicted · none · ref 7

    Highway error propagation augments predictive coding with feedback matrices V to deliver depth-independent error corrections, allowing effective training of 128-layer MLPs while preserving local synaptic updates.