Photonic neuromorphic architecture for tens-of-task lifelong learning

Abstract Scalable, high-capacity, and low-power computing architecture is the primary assurance for increasingly manifold and large-scale machine learning tasks. Traditional electronic artificial agents by conventional power-hungry processors have faced the issues of energy and scaling walls, hinder...

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Bibliographic Details
Main Authors: Yuan Cheng, Jianing Zhang, Tiankuang Zhou, Yuyan Wang, Zhihao Xu, Xiaoyun Yuan, Lu Fang
Format: Article
Language:English
Published: Nature Publishing Group 2024-02-01
Series:Light: Science & Applications
Online Access:https://doi.org/10.1038/s41377-024-01395-4