Cognitive models in biomimetic pattern cognition
文献类型：期刊论文
| 作者 | Wang SJ (Wang Shoujue) ; Liu SS (Liu Singsing) ; Cao WM (Cao Wenming) ; Xiao XA (Xiao Xiao) |
| 刊名 | chinese journal of electronics
 |
| 出版日期 | 2006 |
| 卷号 | 15期号:4a页码:882-886 |
| 关键词 | cognitive models manifold space covering subset |
| ISSN号 | 1022-4653 |
| 通讯作者 | wang, sj, cas, inst semicond, lab artificial neural networks, beijing 100083, peoples r china. e-mail: wsjue@red.semi.ac.cn |
| 中文摘要 | we describe a new model which is based on the concept of cognizing theory. the method identifies subsets of the data which are embedded in arbitrary oriented lower dimensional space. we definite k-mean covering, and study its property. covering subsets of points are repeatedly sampled to construct trial geometry space of various dimensions. the sampling corresponding to the feature space having the best cognition ability between a mode near zero and the rest is selected and the data points are partitioned on the basis of the best cognition ability. the repeated sampling then continues recursively on each block of the data. we propose this algorithm based on cognition models. the experimental results for face recognition demonstrate that the correct rejection rate of the test samples excluded in the classes of training samples is very high and effective. |
| 学科主题 | 人工智能 |
| 收录类别 | SCI |
| 语种 | 英语 |
| 公开日期 | 2010-04-11 |
| 源URL | [http://ir.semi.ac.cn/handle/172111/10292]  |
| 专题 | 半导体研究所_中国科学院半导体研究所（2009年前） |
| 推荐引用方式 GB/T 7714 | Wang SJ ,Liu SS ,Cao WM ,et al. Cognitive models in biomimetic pattern cognition[J]. chinese journal of electronics,2006,15(4a):882-886. |
| APA | Wang SJ ,Liu SS ,Cao WM ,&Xiao XA .(2006).Cognitive models in biomimetic pattern cognition.chinese journal of electronics,15(4a),882-886. |
| MLA | Wang SJ ,et al."Cognitive models in biomimetic pattern cognition".chinese journal of electronics 15.4a(2006):882-886. |
入库方式： OAI收割
来源：半导体研究所
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