Cognitive models in biomimetic pattern cognition
文献类型：期刊论文
| 作者 | Wang Shoujue; Liu Singsing; Cao Wenming; Xiao Xiao |
| 刊名 | Chinese journal of electronics
 |
| 出版日期 | 2006-10-01 |
| 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 shoujue(wsjue@red.semi.ac.cn) |
| 英文摘要 | 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. |
| WOS研究方向 | Engineering |
| WOS类目 | Engineering, Electrical & Electronic |
| 语种 | 英语 |
| WOS记录号 | WOS:000241920200026 |
| 出版者 | TECHNOLOGY EXCHANGE LIMITED HONG KONG |
| URI标识 | http://www.irgrid.ac.cn/handle/1471x/2426614 |
| 专题 | 半导体研究所 |
| 通讯作者 | Wang Shoujue |
| 作者单位 | 1.CAS, Inst Semicond, Lab Artificial Neural Networks, Beijing 100083, Peoples R China 2.Zhejiang Univ Technol, Coll Informat Engn, Hangzhou 310014, Peoples R China 3.Shenzhen Univ, Key Lab Intelligent Proc, Shenzhen 518060, Peoples R China |
| 推荐引用方式 GB/T 7714 | Wang Shoujue,Liu Singsing,Cao Wenming,et al. Cognitive models in biomimetic pattern cognition[J]. Chinese journal of electronics,2006,15(4a):882-886. |
| APA | Wang Shoujue,Liu Singsing,Cao Wenming,&Xiao Xiao.(2006).Cognitive models in biomimetic pattern cognition.Chinese journal of electronics,15(4a),882-886. |
| MLA | Wang Shoujue,et al."Cognitive models in biomimetic pattern cognition".Chinese journal of electronics 15.4a(2006):882-886. |
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来源：半导体研究所
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