All-optical reservoir computing device demonstrates high accuracy in machine learning tasks, suggesting potential for advanced prediction models.
We present an all-optical reservoir computing device based on a nonlinear Sagnac interferometer. By leveraging multiple wavelength input channels, we demonstrate high accuracy in machine learning prediction tasks, as exemplified by the Mackey-Glass time series benchmark.
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Lauro et al. (2025) studied this question.
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