When Observation Maps Break Memory-Closure Recovery

This truth-known computational audit tests whether a clean lag-embedded closure-signature relation survives explicit observation maps and local observed-Jacobian estimation. Gate O rejects a BranchSummary one-pole filter with additive noise. Separate calcium-like and BOLD-like formulas satisfy numerical contracts only; they do not validate biological modalities. A noiseless calcium-chart comparison is method-limited, historical Q4 is estimator-sensitive, and a supported-spectrum metric recovers no clean order. The remaining loss localizes to local observed-Jacobian estimation. No empirical dataset was used.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-08-20
DOI
https://doi.org/10.5281/zenodo.22029021
Primary Topic
Target Tracking and Data Fusion in Sensor Networks
Type
preprint
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preprint

When Observation Maps Break Memory-Closure Recovery

Robin Langell
Zenodo (CERN European Organization for Nuclear Research)
Target Tracking and Data Fusion in Sensor Networks
preprint

When Observation Maps Break Memory-Closure Recovery

Robin Langell
preprint en

Abstract

This truth-known computational audit tests whether a clean lag-embedded closure-signature relation survives explicit observation maps and local observed-Jacobian estimation. Gate O rejects a BranchSummary one-pole filter with additive noise. Separate calcium-like and BOLD-like formulas satisfy numerical contracts only; they do not validate biological modalities. A noiseless calcium-chart comparison is method-limited, historical Q4 is estimator-sensitive, and a supported-spectrum metric recovers no clean order. The remaining loss localizes to local observed-Jacobian estimation. No empirical dataset was used.

Zenodo (CERN European Organization for Nuclear Research)
Kemakta Konsult (SE)
Target Tracking and Data Fusion in Sensor Networks
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