# Impact of Free-carrier Nonlinearities on Silicon Microring-based Reservoir Computing

arXiv: https://arxiv.org/abs/2307.07011 · HTML: https://mlsanity.com/paper/2307.07011/

## Key facts

- Cited by 1 papers in the map (data through 14 Oct 2026).
- Builds on 0 of its 2 references that are in the map.
- First posted on arXiv 13 Jul 2023.

## Built on by (most cited first, 1 of 1)

- [Effects of cavity nonlinearities and linear losses on silicon microring-based reservoir computing](https://mlsanity.com/paper/2310.09433/) (2023)

## Abstract (arXiv)

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.