New Generation Reservoir Computing using pseudorandom nonlinear projection of time-delay embedded input according to the paper: "Next-Generation Reservoir Computing for Dynamical Inference" https://doi.org/10.48550/arXiv.2509.11338

Tested on Lorenz chaotic attractor. Two type of maps:

• $X_{n+1} = W_{out} P(X_n,X_{n-1},...)$ in file Lorenz_ODE.m
• $X_{n+1} = X_{n} + W_{out} P(X_n,X_{n-1},...)$ in file Lorenz_ODE_dX.m