Classification and Reconstruction Processes in Deep Predictive Coding Networks: Antagonists or Allies?

Predictive coding-inspired deep networks for visual computing integrate classification and reconstruction processes in shared intermediate layers. Although synergy between these processes is commonly assumed, it has yet to be convincingly demonstrated. In this study, we take a critical look at how c