Knowledge Commons of Institute of Automation,CAS
Image recognition using a quadratic convergent learning algorithm of synergetic neural network | |
Sheng, RQ; Qiao, H; Chen, B | |
2003 | |
会议名称 | IEEE International Conference on Robotics, Intelligent Systems and Signal Processing |
会议录名称 | 2003 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS, INTELLIGENT SYSTEMS AND SIGNAL PROCESSING, VOLS 1 AND 2, PROCEEDINGS |
会议日期 | OCT 08-13, 2003 |
会议地点 | Changsha, PEOPLES R CHINA |
摘要 | This paper presents a learning algorithm of synergetic neural network that can, be realized by a 2-layered network. A main feature of the new algorithm is that it is of high accuracy and quadratic convergence rate. Further it avoids the error being accumulated. The experiment results show that the algorithm enables the synergetic neural network to recognize images more effectively compared with previous algorithms. |
关键词 | 无 |
文献类型 | 会议论文 |
条目标识符 | http://ir.ia.ac.cn/handle/173211/12848 |
专题 | 09年以前成果 |
通讯作者 | Sheng, RQ |
推荐引用方式 GB/T 7714 | Sheng, RQ,Qiao, H,Chen, B. Image recognition using a quadratic convergent learning algorithm of synergetic neural network[C],2003. |
条目包含的文件 | 条目无相关文件。 |
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