PreprintarXiv licencearXiv
Spiking neuromodulation: a linear control perspective
Abstract
Neuronal excitability is a nonlinear phenomenon, and the complexity of spiking experimental traces sometimes looks defeating. The present paper takes the view point that excitability is a neuromodulated property, and aims to demonstrate that the neuromodulation of spiking is amenable to the classical linear analysis tools of control theory. We illustrate the value of linear feedback analysis as an alternative to bifurcation analysis in the simple yet classical example of spiking modulation by the A-type potassium current.
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BibTeX
@misc{forni2026spiking,
title = {{Spiking neuromodulation: a linear control perspective}},
author = {Fulvio Forni and Rodolphe Sepulchre},
howpublished = {arXiv},
year = {2026},
month = nov,
doi = {10.48550/arxiv.2611.08571},
eprint = {2611.08571},
archivePrefix = {arXiv},
url = {https://arxiv.org/abs/2611.08571},
}
RIS
TY - UNPB
TI - Spiking neuromodulation: a linear control perspective
AU - Fulvio Forni
AU - Rodolphe Sepulchre
PY - 2026
DA - 2026/11/05
PB - arXiv
DO - 10.48550/arxiv.2611.08571
UR - https://arxiv.org/abs/2611.08571
AB - Neuronal excitability is a nonlinear phenomenon, and the complexity of spiking experimental traces sometimes looks defeating. The present paper takes the view point that excitability is a neuromodulated property, and aims to demonstrate that the neuromodulation of spiking is amenable to the classical linear analysis tools of control theory. We illustrate the value of linear feedback analysis as an alternative to bifurcation analysis in the simple yet classical example of spiking modulation by the A-type potassium current.
ER -