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Block Universal Transformer

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04:00

2026-09-18

arxiv.org

machine-learning

LSTM-UT and Recurrent-Depth Transformers on Cellular Automata

A new LSTM Universal Transformer (LSTM-UT) with bounded gated memory outperformed both the Block Universal Transformer (BUT) and CoTFormer on Rule 30 cellular automata and a delayed-recall task, accor…

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LSTM Universal Transformer 1 CoTFormer 1 arXiv 1

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machine learning 1 neural networks 1 ai research 1 large language models 1