Neural units with higher-order synaptic operations for robotic image processing applications
文献类型：期刊论文
| 作者 | Hou, Zeng-Guang ; Song, Ki-Young; Gupta, Madan M.; Tan, Min
|
| 刊名 | SOFT COMPUTING
 |
| 出版日期 | 2007-02-01 |
| 卷号 | 11期号:3页码:221-228 |
| 英文摘要 | Neural units with higher-order synaptic operations have good computational properties in information processing and control applications. This paper presents neural units with higher-order synaptic operations for visual image processing applications. We use the neural units with higher-order synaptic operations for edge detection and employ the Hough transform to process the edge detection results. The edge detection method based on the neural unit with higher-order synaptic operations has been applied to solve routing problems of mobile robots. Simulation results show that the proposed neural units with higher-order synaptic operations are efficient for image processing and routing applications of mobile robots. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Computer Science, Artificial Intelligence ; Computer Science, Interdisciplinary Applications |
| 研究领域[WOS] | Computer Science |
| 关键词[WOS] | HIERARCHICAL-OPTIMIZATION ; NETWORKS |
| 收录类别 | ISTP ; SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000241456100003 |
| 公开日期 | 2015-12-24 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/9399]  |
| 专题 | 自动化研究所_09年以前成果 |
| 作者单位 | 1.Chinese Acad Sci, Inst Automat, Lab Complex Syst & Intelligence Sci, Beijing 100080, Peoples R China 2.Univ Saskatchewan, Coll Engn, Intelligent Syst Res Lab, Saskatoon, SK S7N 5A9, Canada |
| 推荐引用方式 GB/T 7714 | Hou, Zeng-Guang,Song, Ki-Young,Gupta, Madan M.,et al. Neural units with higher-order synaptic operations for robotic image processing applications[J]. SOFT COMPUTING,2007,11(3):221-228. |
| APA | Hou, Zeng-Guang,Song, Ki-Young,Gupta, Madan M.,&Tan, Min.(2007).Neural units with higher-order synaptic operations for robotic image processing applications.SOFT COMPUTING,11(3),221-228. |
| MLA | Hou, Zeng-Guang,et al."Neural units with higher-order synaptic operations for robotic image processing applications".SOFT COMPUTING 11.3(2007):221-228. |
入库方式： OAI收割
来源：自动化研究所
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