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arXiv cs.LG·

Closed-form predictive coding via hierarchical Gaussian filters

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In three linesNovel predictive coding approach via hierarchical Gaussian filters. Authors restore precision-weighted message passing, enabling simultaneous learning of activations, weights, and precisions without global error signals. On FashionMNIST, the method converges faster than backpropagation while retaining biological advantages of predictive coding.
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