Before revision:  Given a large number of measurements and corresponding stimuli , we wish to identify the correct " response function " relating R to S . However the "noise function" relating M to R is unknown a priori.
After revision:  Given a large number of signals and measurements , we wish to identify the correct " response function " relating R to S . However the "noise function" relating M to R is unknown a priori.