Computational information geometry and its applications

SEMI OpenIR > 中国科学院半导体研究所（2009年前）

	Computational information geometry and its applications
	Wang, SJ; Wang, SJ, Chinese Acad Sci, Inst Semicond, Artificial Neural Networks Lab, POB 912, 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: PL63-PL69
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
ISBN	0-7803-9422-4
部门归属	chinese acad sci, inst semicond, artificial neural networks lab, beijing 100083, peoples r china
摘要	Digitization is the main feature of modern Information Science. Conjoining the digits and the coordinates, the relation between Information Science and high-dimensional space is consanguineous, and the information issues are transformed to the geometry problems in some high-dimensional spaces. From this basic idea, we propose Computational Information Geometry (CIG) to make information analysis and processing. Two kinds of applications of CIG are given, which are blurred image restoration and pattern recognition. Experimental results are satisfying. And in this paper, how to combine with groups of simple operators in some 2D planes to implement the geometrical computations in high-dimensional space is also introduced. Lots of the algorithms have been realized using software.
关键词	Nonlinear Dimensionality Reduction 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/172111/9940
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, Artificial Neural Networks Lab, POB 912, Beijing 100083, Peoples R China.
推荐引用方式 GB/T 7714	Wang, SJ,Wang, SJ, Chinese Acad Sci, Inst Semicond, Artificial Neural Networks Lab, POB 912, Beijing 100083, Peoples R China.. Computational information geometry and its applications[C]. 345 E 47TH ST, NEW YORK, NY 10017 USA:IEEE,2005:Vols 1-3: PL63-PL69.

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