A new development on ANN in China - Biomimetic pattern recognition and multi weight vector neurons

SEMI OpenIR > 中国科学院半导体研究所（2009年前）

	A new development on ANN in China - Biomimetic pattern recognition and multi weight vector neurons
	Wang SJ; Wang SJ Chinese Acad Sci Inst Semicond Lab Artificial Neural Networks Beijing 100083 Peoples R China.
	2003
会议名称	9th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Grandular Computing (RSFDGrC 2003)
会议录名称	ROUGH SETS, FUZZY SETS, DATA MINING, AND GRANULAR COMPUTING, 2639
页码	35-43
会议日期	MAY 26-29, 2003
会议地点	CHONGQING, PEOPLES R CHINA
出版地	HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY
出版者	SPRINGER-VERLAG BERLIN
ISSN	0302-9743
ISBN	3-540-14040-9
部门归属	chinese acad sci, inst semicond, lab artificial neural networks, beijing 100083, peoples r china
摘要	A new model of pattern recognition principles-Biomimetic Pattern Recognition, which is based on "matter cognition" instead of "matter classification", has been proposed. As a important means realizing Biomimetic Pattern Recognition, the mathematical model and analyzing method of ANN get breakthrough: a novel all-purpose mathematical model has been advanced, which can simulate all kinds of neuron architecture, including RBF and BP models. As the same time this model has been realized using hardware; the high-dimension space geometry method, a new means to analyzing ANN, has been researched.
关键词	Neural Network High-dimensional Space Geometry Pattern Recognition
学科领域	人工智能
主办者	Natl Nat Sci Fdn China.; Chongqing Municipal Educ Comm.; Chongqing Municipal Sci & Technol Comm.; Chongqing Bur Informat Ind.
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/172111/14837
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.
推荐引用方式 GB/T 7714	Wang SJ,Wang SJ Chinese Acad Sci Inst Semicond Lab Artificial Neural Networks Beijing 100083 Peoples R China.. A new development on ANN in China - Biomimetic pattern recognition and multi weight vector neurons[C]. HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY:SPRINGER-VERLAG BERLIN,2003:35-43.

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