Wavelength-multiplexed Delayed Inputs for Memory Enhancement of Microring-based Reservoir Computing

Bernard J. Giron Castro, Christophe Peucheret, Francesco Da Ros
12/7/2023
cs.NEcs.ETcs.LG

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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.

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Cite this paper

@article{castro2023wavelengthmultiplexed,
  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},
  year   = {2023},
  eprint = {2312.04204},
  archivePrefix = {arXiv},
  url    = {http://arxiv.org/abs/2312.04204v1}
}

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