电子信息学院学术报告:Cooperative adaptive signal processing over networks

报告题目:Cooperative adaptive signal processing over networks

报告人:陈捷

报告时间:2018119日(周五)上午10:00

报告地点:博习楼327会议室

欢迎广大师生踊跃参加!

 

报告摘要:Adaptive networks are well-suited to perform decentralized information processing and optimization tasks and to model various types of self-organized and complex behavior encountered in nature. The agents are linked together and cooperate with each other through local interactions to solve distributed optimization, estimation, and inference problems in real-time. The continuous diffusion of information across the network enables agents to adapt their performance in relation to streaming data and network conditions. This talk will cover the stochastic learning algorithms over distributed networks. Specifically, the talk will focus on constrained adaptive filtering algorithms and diffusion adaptation over multitask networks. Applications to hyperspectral image processing and bioinformatics will also be discussed.

 

报告人简介:陈捷,西北工业大学教授、博导,亚太信号与信息处理协会(APSIPA杰出讲学专家。获西安交通大学学士、硕士学位, 特鲁瓦工程技术大学工程师、博士学位。曾在法国拉格朗日实验室、 美国密歇根大学从事研究工作。主要研究集中在自适应信号处理、分布式优化、机器学习,以及高光谱图像处理、麦克风阵列信号处理、生物信息数据分析等方面。

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