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

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cs.LG2026

Probing Length Generalization in Mamba via Image Reconstruction

Jan Rathjens, Robin Schiewer, Laurenz Wiskott +1

Mamba has attracted widespread interest as a general-purpose sequence model due to its low computational complexity and competitive performance relative to transformers. However, i…

cs.LG2024★ 2 cited

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

Jan Rathjens, Laurenz Wiskott

Predictive coding-inspired deep networks for visual computing integrate classification and reconstruction processes in shared intermediate layers. Although synergy between these pr…