人工智能赋能的多功能光子处理系统（特邀）

AI-powered Multifunctional Photonic Processing System

摘要:

智能光子处理系统(IPS)融合了人工智能(AI)技术和光子技术,旨在实现智能、高速、大带宽、高性能的信号处理。IPS主要包括人工智能赋能的多功能光子处理系统、光子辅助的人工智能信号处理系统和基于神经拟态的光子处理系统。文章首先简要介绍了IPS的概念内涵,然后重点介绍作者所在课题组在人工智能赋能的多功能光子处理系统方面的研究进展,再进一步探讨人工智能赋能研究从不可解释逐渐走向可解释的发展趋势和必要性,接着介绍该课题组已开展的具有一定可解释性的人工智能赋能的光子处理系统研究,最后对全文进行总结。

Abstract:

Intelligent photonic processing system (IPS) combines artificial intelligence (AI) technology and photonic technology to achieve intelligent, high-speed, large-bandwidth and high-performance signal processing. IPS mainly includes AI-powered multifunctional photonic processing system, intelligence signal processing with photonics-facilitated AI and neuromorphic photonic processing system. In this article, the concept of IPS is briefly introduced first,then the research progresses of our resaerch group in the AI-powered multifunctional photonic processing system are described, and further the development trends and necessity of explainable AI are discussed. And the research of our group on the explainable AI-powered multifunctional photonic processing system is introduced.