Toward Decoupling Storage from Computation in Looped Transformers: A Behavioral Study of Loop-Memory Coupling

Minor revision (v1.0.1) of the long-form technical report. Changes from v1.0.0:- Polished wording: debloated intro, consolidated hedging in route comparison (§4.3), compressed related-work footnote, removed redundant body text in §4.2.- Fixed Overleaf compilation warnings (hyperref math token, overfull hboxes).- No changes to thesis, claims, data, or experimental results.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-06-14
DOI
https://doi.org/10.5281/zenodo.20641327
Primary Topic
Graph Theory and Algorithms
Type
preprint
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preprint

Toward Decoupling Storage from Computation in Looped Transformers: A Behavioral Study of Loop-Memory Coupling

Yanan Niu
Zenodo (CERN European Organization for Nuclear Research)
Graph Theory and Algorithms
preprint

Toward Decoupling Storage from Computation in Looped Transformers: A Behavioral Study of Loop-Memory Coupling

Yanan Niu
preprint en

Abstract

Minor revision (v1.0.1) of the long-form technical report. Changes from v1.0.0:- Polished wording: debloated intro, consolidated hedging in route comparison (§4.3), compressed related-work footnote, removed redundant body text in §4.2.- Fixed Overleaf compilation warnings (hyperref math token, overfull hboxes).- No changes to thesis, claims, data, or experimental results.

Zenodo (CERN European Organization for Nuclear Research)
Graph Theory and Algorithms
DOIOpen Access PDFOpenAlex
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Toward Decoupling Storage from Computation in Looped Transformers: A Behavioral Study of Loop-Memory Coupling — Yanan Niu · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS