Ultrafast silicon photonic reservoir computing engine delivering over 200 TOPS

Ultrafast silicon photonic reservoir computing engine delivering over 200 TOPS

Abstract Reservoir computing (RC) is a powerful machine learning algorithm for information processing. Despite numerous optical implementations, its speed and scalability remain limited by the need to establish recurrent connections and achieve efficient optical nonlinearities. This work proposes a...

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Bibliographic Details
Main Authors: Dongliang Wang, Yikun Nie, Gaolei Hu, Hon Ki Tsang, Chaoran Huang
Format: Article
Language:English
Published: Nature Portfolio 2024-12-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-024-55172-3
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