Evidence map›Paper›PMID 41718147›Full record

ArticleNeuroSci2026

Noise-Limited Failure of OGY Chaos Control in Regulating Monosynaptic Reflex Variability in the In Vivo Cat Spinal Cord.

Elias Manjarrez, Ignacio Méndez-Balbuena, Saul M Dominguez-Nicolas, Oscar Arias-Carrión

Abstract read
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Article in NeuroSci, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Elias ManjarrezInstituto de Fisiología, Benemérita Universidad Autónoma de Puebla, 14 Sur 6301, Col. San Manuel, Apartado Postal 406, Puebla 72570, Mexico.ORCID 0000-0002-3277-0101
Ignacio Méndez-BalbuenaFacultad de Psicología, Benemérita Universidad Autónoma de Puebla, 3 Oriente 1413, Barrio de Analco, Puebla 72500, Mexico.
Saul M Dominguez-NicolasCentro de Micro y Nanotecnología, Universidad Veracruzana, Calzada Ruiz Cortines 455, Veracruz 94294, Mexico.
Oscar Arias-CarriónDivisión de Neurociencias, Clínica, Instituto Nacional de Rehabilitación Luis Guillermo Ibarra Ibarra, Mexico City 14389, Mexico.ORCID 0000-0002-9982-7571

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Monosynaptic reflexes (MSRs) elicited by constant-intensity group I afferent stimulation exhibit marked amplitude variability, commonly attributed to stochastic presynaptic modulation and dynamic postsynaptic excitability. Here, we tested whether this variability could be attenuated using the Ott-Grebogi-Yorke (OGY) chaos-control algorithm, which stabilizes unstable periodic orbits in low-dimensional nonlinear systems. In spinalized, anesthetized cats, real-time implementation of the OGY method failed to reduce MSR amplitude variability, as quantified by the coefficient of variation, and the return map structure showed no evidence of orbit stabilization. These negative results contrast with successful applications of OGY control in physical systems, cardiac tissue, hippocampal slices, and stochastic neuronal models. We interpret this failure in the context of the intense, ongoing synaptic bombardment characteristic of dorsal horn circuitry, which likely obscures or destroys the low-dimensional geometric structure required for OGY-based control. Our findings delineate a fundamental limit to classical chaos-control algorithms in intact neural circuits and highlight the need for control strategies explicitly robust to high dimensionality and physiological noise.

Indexed as

catschaos theorymonosynapticneuronal noisereflexspinal cord physiologysystems control engineering

Identifiers

PMID41718147
PMCPMC12922067

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