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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