The work establishes global practical stability for event-based impulsive control with neuronal LIF units by mapping discontinuities to an equivalent analogue closed-loop system that is assumed ISS or stable.
Analysis of a simple neuromorphic controller for linear systems: A hybrid systems perspective,
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On the stability of event-based control with neuronal dynamics
The work establishes global practical stability for event-based impulsive control with neuronal LIF units by mapping discontinuities to an equivalent analogue closed-loop system that is assumed ISS or stable.