Author

Todd Morrill

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#machine learning Preprint Oct 2026

DeltaNet-PC: Test-Time Memory Without Backpropagation Through Time

Test-time memorization of sequential information is a foundational capability for any intelligent system that needs to rapidly store and retrieve data, as demonstrated by the attention mechanism in large language models. However, Transformers and linear attention variants are trained via backpropagation through time (B...

Todd Morrill, Richard S. Zemel · 0 citations