Prediction Depth of Controlled Cellular Automata

This preprint classifies prediction depth for one-sided cellular automata whose frozen Boolean controls gate stay and hop updates over the binary field. Lean 4 verifies the classification, logspace-uniform circuit constructions, and depth lower bounds, including exact De Morgan depth for the homogeneous Pascal rule. The paper also gives exact depth formulas for transported controls and matching logarithmic depth bounds for a branching rule with additive control evolution. The English PDF is the primary edition. The Simplified Chinese, Japanese, and Esperanto PDFs are translations of the same revision. The accompanying reproducibility ZIP contains the Lean formalization, Typst sources, bibliography, pinned toolchain and dependency manifest, and build and audit scripts. Source snapshot: https://github.com/miuchan/structural-certificates-for-prediction-depth/tree/1f2c9ccb3e7fde4431b491227bbeed265eaf56bc

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-10
DOI
https://doi.org/10.5281/zenodo.24097435
Primary Topic
Cellular Automata and Applications
Type
preprint
Controls
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preprint

Prediction Depth of Controlled Cellular Automata

Miu Amamiya
Zenodo (CERN European Organization for Nuclear Research)
Cellular Automata and Applications
preprint

Prediction Depth of Controlled Cellular Automata

Miu Amamiya
preprint en

Abstract

This preprint classifies prediction depth for one-sided cellular automata whose frozen Boolean controls gate stay and hop updates over the binary field. Lean 4 verifies the classification, logspace-uniform circuit constructions, and depth lower bounds, including exact De Morgan depth for the homogeneous Pascal rule. The paper also gives exact depth formulas for transported controls and matching logarithmic depth bounds for a branching rule with additive control evolution. The English PDF is the primary edition. The Simplified Chinese, Japanese, and Esperanto PDFs are translations of the same revision. The accompanying reproducibility ZIP contains the Lean formalization, Typst sources, bibliography, pinned toolchain and dependency manifest, and build and audit scripts. Source snapshot: https://github.com/miuchan/structural-certificates-for-prediction-depth/tree/1f2c9ccb3e7fde4431b491227bbeed265eaf56bc

Zenodo (CERN European Organization for Nuclear Research)
Cellular Automata and Applications
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