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Towards an intelligent photonic system
Science China Information Sciences ( IF 8.8 ) Pub Date : 2020-05-09 , DOI: 10.1007/s11432-020-2863-y
Weiwen Zou , Bowen Ma , Shaofu Xu , Xiuting Zou , Xingjun Wang

The emerging intelligence technologies represented by deep learning have broadened their applications to various fields. Beyond the conventional electronics-based processing systems, the convergence of photonics and artificial intelligence (AI) technology enhances the performance and learning ability of AI. In this review, we propose the concept of an intelligent photonic system (IPS), illustrating it as a developing architecture with three different versions. For each version of IPS, we review several representative studies. Moreover we discuss the challenges towards an IPS and provide some prospects for the future development.



中文翻译:

迈向智能光子系统

以深度学习为代表的新兴智能技术已将其应用扩展到各个领域。除了传统的基于电子的处理系统之外,光子学与人工智能(AI)技术的融合还增强了AI的性能和学习能力。在本文中,我们提出了智能光子系统(IPS)的概念,并将其说明为具有三种不同版本的正在开发的体系结构。对于IPS的每个版本,我们都会回顾一些代表性的研究。此外,我们讨论了IPS面临的挑战,并为未来的发展提供了一些前景。

更新日期:2020-05-09
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