Spinal motor neuron pools may be partly driven by impulsive common inputs.

Overview

1. Biomedical Signal Interpretation and Computational Simulation (BSICoS) Group, Aragon Institute of Engineering Research (I3A), IIS Aragon Universidad de Zaragoza Zaragoza Spain
2. Faculty of Medical Sciences Newcastle University Newcastle upon Tyne UK
3. Centro de Investigación Biomédica en Red CIBER‐BBN ISCIII Madrid Spain
4. Bioengineering Imperial College London London UK

Abstract

Abstract: Spinal motor neurons serve as the link between the nervous system and muscles. As the final common pathway of the neuromuscular system, they receive inputs from both higher‐level controllers and afferent pathways. It is often assumed that spinal motor neurons are primarily driven by continuous common inputs (cCI) within different frequency bands. Within this framework, the motor neuron pool behaves as a linear amplifier of the cCI. This implies that the frequency content of descending and spinal oscillatory signals is preserved and faithfully transmitted to the muscles; thus, the spectral content at the output of the motor neuron pool corresponds to that of the cCI. However, this framework overlooks the possibility that motor neurons could also be driven by impulsive common inputs (iCI), which can induce synchronization among them and disrupt the linear transmission of other synaptic inputs at the pool level. To test this hypothesis, computational simulations and experimental data from two different human muscles were used to characterize different aspects related to motor neuron spiking synchronization at the pool level. Our findings suggest that, indeed, iCI can account for relevant features observed in experimental data such as the presence of synchronization events at the pool level. We also observed that such impulsive inputs can affect the linearity in the transmission of cCI by the motor neuron pool. This study represents pioneering indirect evidence of the existence of iCI as inputs to motor neurons.

Key points: The current understanding of the motor control of voluntary movements assumes a continuous control, driven by oscillatory common signals. Some aspects of motor unit pool behaviour (particularly in terms of spiking synchronization and spectral content) typically observed in experimental recordings cannot be reproduced in simulations that only use continuous common inputs (cCI) to motor neurons. This study provides evidence indicating that spinal motor neurons receive a portion of their synaptic input in the form of impulsive common inputs (iCI) that synchronize their activity. The study also shows how such iCI can affect the linear transmission of other cCI by the motor neuron pool. These findings constitute a fundamental paradigm shift in the understanding of motor control and impact the development of interfaces that extract information from the activity of spinal motor neurons.

Reproduced under the paper's license (CC BY), from the paper cited above.

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Data availability statement

Data from this study will be made available to qualified investigators upon reasonable request to the corresponding author. The computational model and analysis code used in this study were implemented in MATLAB. The code is available upon request from the corresponding author.

Reproduced under the paper's license (CC BY), from the paper cited above.

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Version 1, 29 September 2026: the first record

Recorded: type, language, journal, volume, issue, pages, dates, 6 authors, 5 keywords, 7 MeSH terms, 9 funders, 36 references.

Cite

This paper

Yanguas Mayo, J., Pascual Valdunciel, A., Baker, S. N., Laguna, P., Farina, D., & Pereda, J. I. (2026). Spinal motor neuron pools may be partly driven by impulsive common inputs. The Journal of physiology, 604(10), 3895-3913. https://doi.org/10.1113/jp290395

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