Multi-parallel-task Time-delay Reservoir Computing combining a Silicon Microring with WDM

Abstract

We numerically demonstrate a microring-based time-delay reservoir computing scheme that simultaneously solves three tasks involving time-series prediction, classification, and wireless channel equalization. Each task performed on a wavelength-multiplexed channel achieves state-of-the-art performance with optimized power and frequency detuning.Comment: 3 pages, 2 figures, Submitted to Optical Fiber Communication Conference (OFC) 202