Fundamental performance bounds on time-series generation using reservoir computing

Daoyuan Qian, Ila Fiete

Reservoir computing (RC) harnesses the intrinsic dynamics of a chaotic system, called the reservoir, to perform various time-varying functions. An important use-case of RC is the g…