Preprint Open access
Theory of the Edge-of-Chaos Advantage in Quantum Reservoir Computing
Numerical studies suggest that quantum reservoir computing performs optimally near the edge of chaos, a behavior commonly attributed to a balance between memory retention and nonlinear information processing. Here we develop an explicit quantum reservoir model and rigorously analyze its chaotic regime and integrable po …