Discussion on the basic mathematical models of neurons - double synaptic weight neuron in general-purpose neurocomputer, theory and application
文献类型：期刊论文
| 作者 | Wang Shoujue; Chen Xu; Li Weijun |
| 刊名 | Chinese journal of electronics
 |
| 出版日期 | 2006-07-01 |
| 卷号 | 15期号:3页码:373-377 |
| 关键词 | Neural networks Neurocomputer Mathematical models of neurons Double synaptic weight neuron (dswn) |
| ISSN号 | 1022-4653 |
| 通讯作者 | Wang shoujue() |
| 英文摘要 | Based on the introduction of the traditional mathematical models of neurons in general-purpose neurocomputer, a novel all-purpose mathematical model-double synaptic weight neuron (dswn) is presented, which can simulate all kinds of neuron architectures, including radial-basis-function (rbf) and back-propagation (bp) models, etc. at the same time, this new model is realized using hardware and implemented in the new cassann-ii neurocomputer that can be used to form various types of neural networks with multiple mathematical models of neurons. in this paper, the flexibility of the new model has also been described in constructing neural networks and based on the theory of biomimetic pattern recognition (bpr) and high-dimensional space covering, a recognition system of omni directionally oriented rigid objects on the horizontal surface and a face recognition system had been implemented on cassann-h neurocomputer. the result showed dswn neural network has great potential in pattern recognition. |
| WOS研究方向 | Engineering |
| WOS类目 | Engineering, Electrical & Electronic |
| 语种 | 英语 |
| WOS记录号 | WOS:000239054500001 |
| 出版者 | TECHNOLOGY EXCHANGE LIMITED HONG KONG |
| URI标识 | http://www.irgrid.ac.cn/handle/1471x/2426650 |
| 专题 | 半导体研究所 |
| 通讯作者 | Wang Shoujue |
| 作者单位 | Chinese Acad Sci, Inst Semicond, Lab Artificial Neural Networks, Beijing 100083, Peoples R China |
| 推荐引用方式 GB/T 7714 | Wang Shoujue,Chen Xu,Li Weijun. Discussion on the basic mathematical models of neurons - double synaptic weight neuron in general-purpose neurocomputer, theory and application[J]. Chinese journal of electronics,2006,15(3):373-377. |
| APA | Wang Shoujue,Chen Xu,&Li Weijun.(2006).Discussion on the basic mathematical models of neurons - double synaptic weight neuron in general-purpose neurocomputer, theory and application.Chinese journal of electronics,15(3),373-377. |
| MLA | Wang Shoujue,et al."Discussion on the basic mathematical models of neurons - double synaptic weight neuron in general-purpose neurocomputer, theory and application".Chinese journal of electronics 15.3(2006):373-377. |
入库方式： iSwitch采集
来源：半导体研究所
浏览0
下载0
收藏0
其他版本
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。