Discrete-time signatures and randomness in reservoir computing

Christa Cuchiero, Lukas Gonon, Lyudmila Grigoryeva +2

A new explanation of geometric nature of the reservoir computing phenomenon is presented. Reservoir computing is understood in the literature as the possibility of approximating in…