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News/M$^2$RNN: Non-Linear RNNs with Matrix-Valued States for Scalable Language Modeling
arxiv
PublishedOctober 19, 2026 at 4:00 AM

M$^2$RNN: Non-Linear RNNs with Matrix-Valued States for Scalable Language Modeling

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arXiv:2603.14360v3 Announce Type: replace-cross Abstract: Transformers are highly parallel but are limited to computations in the TC$^0$ complexity class, excluding tasks such as entity tracking and code execution that provably require greater expressive power. Motivated by this limitation, we revis

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