We numerically demonstrate a silicon add-drop microring-based reservoir computing scheme that combines parallel delayed inputs and wavelength division multiplexing. The scheme solves memory-demanding tasks like time-series prediction with good performance without requiring external optical feedback.
@article{arxiv.2312.04204,
title = {Wavelength-multiplexed Delayed Inputs for Memory Enhancement of Microring-based Reservoir Computing},
author = {Bernard J. Giron Castro and Christophe Peucheret and Francesco Da Ros},
journal= {arXiv preprint arXiv:2312.04204},
year = {2023}
}
Comments
2 pages, 2 figures. Submitted to Conference on Lasers and Electro-Optics (CLEO) 2024