The paper derives standard predictive coding update rules and claims a 99.92% CIFAR-10 accuracy that would beat the published leaderboard, but the claim is unverified and internally inconsistent.
Predictive coding: A brief introduction and review for machine learning researchers, 2022
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.NE 1years
2025 1verdicts
REJECT 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
Introduction to Predictive Coding Networks for Machine Learning
The paper derives standard predictive coding update rules and claims a 99.92% CIFAR-10 accuracy that would beat the published leaderboard, but the claim is unverified and internally inconsistent.