题目：Convolutional Neural Networks for Image Processing
时间：2023年11月19日 (星期日) 下午16:30
地点：计算机与网络空间安全学院大楼507
主办：计算机与网络空间安全学院, 福建省公共服务大数据挖掘与应用工程技术研究中心，数字福建大数据安全技术研究所
参加对象：计网学院感兴趣的老师和学生
报告摘要：
Convolutional neural networks (CNNs) are a class of deep neural networksthat leverage spatial information, and they are therefore well suited toclassifying images for a range of applications. This talk will provide a briefintroduction to CNN and how the CNN recognizes images.In the secondpart of the talk, I will talk about how to publish a scientific manuscript in ahigh impact journal.
报告人简介：
Dr. Nian Zhang is a Professor in the Department of Electrical and ComputerEngineering at the University of the District of Columbia (UDC), Washington,D.C., USA. She received her Ph.D. degree in Computer Engineering from MissouriUniversity of Science & Technology, USA, and Master’s degree in AutomaticControl from Huazhong University of Science and Technology, China. Her researchinterests include machine learning, deep learning, classification, clustering,and optimization. Dr. Zhang was awarded numerous federal grants from theNational Science Foundation, Department of Defense, and National Institutes ofHealth as the PI/Co-PI, accumulating over $4.5 million in research grant funds.Dr. Zhang serves as an Associate Editor for the IEEE Transactions on Cybernetics,IEEE Transactions on Neural Networks and Learning Systems, Knowledge-BasedSystems, and IEEE/CAA Journal of Automatica Sinica. She also serves on theEditorial Board of the Complex & Intelligent Systems. In addition, Dr.Zhang serves as the Chair of the IEEE Computational Intelligence Society (CIS)Task Force on Interdisciplinary Emergent Technologies and the Vice Chairof the IEEE CIS’ Adaptive Dynamic Programming and Reinforcement LearningTechnical Committee. She regularly serves as the Program Chair and PublicationsChair of annual international conferences, including ISNN, ICACI, ICICIP, andICIST. Dr. Zhang received the IEEE Transactions on Neural Networks and LearningSystems (TNNLS) “Outstanding Associate Editor Award” in 2020. She also receivedthe UDC’s faculty recognition awards for Excellence in Research Award,Excellence in Teaching Award, and Outstanding Undergraduate Research MentorshipAward in three consecutive years.
