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

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

Authors

Bernard J. Giron Castro, Christophe Peucheret, Darko Zibar, Francesco Da Ros

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.

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