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Wavelength-multiplexed Delayed Inputs for Memory Enhancement of Microring-based Reservoir Computing (2312.04204v1)
Published 7 Dec 2023 in cs.NE, cs.ET, and cs.LG
Abstract: 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.