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News/Constant-Memory Recall: Learned Associations in a Fixed Matrix State
arxiv
PublishedOctober 3, 2026 at 4:00 AM
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Constant-Memory Recall: Learned Associations in a Fixed Matrix State

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arXiv:2610.00232v1 Announce Type: new Abstract: Fixed-size recurrent memory limits storage growth during inference, but successful recall depends on the task and training. We study a small DeltaNet variant with fixed token-specific key biases, trained to remember 32 new key-value pairings per sequen

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