An algorithm of analysis tools on points distribution in high dimension space: The distance of a point and an infinite sub-space
Wang, SJ; Zhao, GL; Wang, SJ, Chinese Acad Sci, Inst Semicond, Lab Artificial Neural Networks, Beijing 100083, Peoples R China.
2005
会议名称International Conference on Neural Networks and Brain (ICNN&B 2005)
会议录名称Proceedings of the 2005 International Conference on Neural Networks and Brain
页码Vols 1-3: 1503-1506
会议日期OCT 13-15, 2005
会议地点Beijing, PEOPLES R CHINA
出版地345 E 47TH ST, NEW YORK, NY 10017 USA
出版者IEEE
ISBN0-7803-9422-4
部门归属chinese acad sci, inst semicond, lab artificial neural networks, beijing 100083, peoples r china
摘要This paper discusses the algorithm on the distance from a point and an infinite sub-space in high dimensional space With the development of Information Geometry([1]), the analysis tools of points distribution in high dimension space, as a measure of calculability, draw more attention of experts of pattern recognition. By the assistance of these tools, Geometrical properties of sets of samples in high-dimensional structures are studied, under guidance of the established properties and theorems in high-dimensional geometry.
关键词Information Geometry Analysis Analysis Tools Of Points Distribution High Dimensional Space Biomimetic Pattern-recognition
学科领域人工智能
主办者China Neural Networks Council.; IEEE Computat Intelligence Soc, Beijing Chapter.; Chinese Inst Elect.; Chinese Assoc Artificial Intelligence.
收录类别CPCI-S
语种英语
文献类型会议论文
条目标识符http://ir.semi.ac.cn/handle/172111/9956
专题中国科学院半导体研究所(2009年前)
通讯作者Wang, SJ, Chinese Acad Sci, Inst Semicond, Lab Artificial Neural Networks, Beijing 100083, Peoples R China.
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Wang, SJ,Zhao, GL,Wang, SJ, Chinese Acad Sci, Inst Semicond, Lab Artificial Neural Networks, Beijing 100083, Peoples R China.. An algorithm of analysis tools on points distribution in high dimension space: The distance of a point and an infinite sub-space[C]. 345 E 47TH ST, NEW YORK, NY 10017 USA:IEEE,2005:Vols 1-3: 1503-1506.
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