  We quantify the impact of thermo-optic and free-carrier effects on time-delay
reservoir computing using a silicon microring resonator. We identify pump power
and frequency detuning ranges with NMSE less than 0.05 for the NARMA-10 task
depending on the time constants of the two considered effects.

Emerging Technologies;Machine Learning;Neural and Evolutionary Computing