AI & ML
Spiking neuromodulation: a linear control perspective
arXiv cs.SY0 views
arXiv:2611.08571v1 Announce Type: cross 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.
Source：https://arxiv.org/abs/2611.08571PreviousGenerative Reconstruction of Full-Field Sensor States for Safety-Critical Digital TwinsNextVector Lyapunov functions for nonconvex constrained optimization
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