Stability Analysis of Reservoir Computers Dynamics via Lyapunov Functions

Afroza Shirin, Isaac S. Klickstein, Francesco Sorrentino

A Lyapunov design method is used to analyze the nonlinear stability of a generic reservoir computer for both the cases of continuous-time and discrete-time dynamics. Using this met…