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arXiv — cs.AI

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TinyCeNN-LM: Quality-Gated Conversion of Pretrained Attention with CeNN-Inspired Cellular-Recurrent Layers

Replacing attention in a pretrained language model is a compatibility problem: a plausible substitute may alter representations expected by later layers. TinyCeNN-LM introduces a \emph{quality-gated post-training conversion} framework using CeNN-inspired cellular-recurrent…

arXiv — cs.AIBy: Kabeh Mohsenzadegan, Vahid Tavakkoli, Kyandoghere KyamakyaSeptember 22, 2026 (Sep 22)
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  • Replacing attention in a pretrained language model is a compatibility problem: a plausible substitute may alter representations expected by later layers
  • TinyCeNN-LM introduces a \emph{quality-gated post-training conversion} framework using CeNN-inspired cellular-recurrent…
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TinyCeNN-LM: Quality-Gated Conversion of Pretrained Attention with CeNN-Inspired Cellular-Recurrent Layers

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