Membrane excitability is central to neuronal function, and neurons must be resilient to changes in its underlying parameters. In this Perspective article, Marom and Marder suggest that two complementary mechanisms contribute to the resilience of membrane excitability: rapid ‘kinetic-based’ regulation of ion channel proteins and slower homeostatic control of ion channel membrane densities.