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计算机科学技术名家讲座(八)——许东

发布日期:2018-05-29 发布人:科研办 点击量:

报告题目胶囊网络及其应用

报告时间201867周四下午1:30-5:30

报告地点:西汉姆联必威登录南校区计算机大楼A521讲学厅

报告人:  许东教授

Department of Electrical Engineering and Computer Science  

Christopher S. Bond Life Sciences Center

University of Missouri, Columbia, MO, 65201, USA

报告摘要:

To address the problems of scalar neurons, a novel deep-learning architecture, known as Capsule Network (CapsNet) was introduced in 2017. The main building block of CapsNet is the capsule, which is a group of neuron vectors whose lengths represent the entity probabilities. Capsule provides a unique and powerful deep-learning building block to better model the diverse relationships inside internal representations of a neural network. We have applied CapsNet in several applications and achieved improved performance over previous deep-learning methods. In this talk, I will discuss the concept, implementation and applications of CapsNet in details.


主办单位:

必威官方登录首页

西汉姆联必威登录软件学院

西汉姆联必威登录计算机科学技术研究所

符号计算与知识工程教育部重点实验室