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Divide-and-Conquer Predictive Coding: a structured Bayesian inference algorithm

Published in arXiv (Cornell University) • Aug 11, 2024
NobleIDNI0P12W69R55S24
Authors:
Eli Sennesh
,
Hao Wu
,
Tommaso Salvatori

Abstract

Unexpected stimuli induce "error" or "surprise" signals in the brain. The theory of predictive coding promises to explain these observations in terms of Bayesian inference by suggesting that the cortex implements variational inference in a probabilistic graphical model. However, when applied to mach...

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