| 人工智能赋能的多功能光子处理系统 |
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| 引用本文： | 邹秀婷,徐绍夫,邹卫文.人工智能赋能的多功能光子处理系统[J].半导体光电,2022,43(1):21-30. |
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| 作者姓名： | 邹秀婷 徐绍夫 邹卫文 |
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| 作者单位： | 上海交通大学区域光纤通信网与新型光纤通信系统国家重点实验室智能微波光波融合创新中心,上海200240 |
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| 基金项目： | 国家重点研发计划项目(2019YFB2203700)；国家自然科学基金项目(61822508).＊通信作者:邹卫文E-mail:wzou@sjtu.edu.cn |
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| 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。
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| 关 键 词： | 智能光子处理系统 人工智能 深度学习 赋能 可解释 |
| 收稿时间： | 2022/1/1 0:00:00 |
AI-powered Multifunctional Photonic Processing System |
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| ZOU Xiuting,XU Shaofu,ZOU Weiwen.AI-powered Multifunctional Photonic Processing System[J].Semiconductor Optoelectronics,2022,43(1):21-30. |
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| Authors: | ZOU Xiuting XU Shaofu ZOU Weiwen |
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| Affiliation: | Intelligent Microwave Lightwave Integration Innovation Center, State Key Laboratory of Advanced Optical Communication Systems and Networks, Shanghai Jiao Tong University, Shanghai 200240, CHN |
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| 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. |
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| Keywords: | intelligent photonic processing system artificial intelligence deep learning powered explainable |
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