The multi-weight neuron with geometry algorithm and its application
文献类型：期刊论文
| 作者 | Wenming, Cao1,2; Tiancheng, He1 |
| 刊名 | Chinese journal of electronics
 |
| 出版日期 | 2008-04-01 |
| 卷号 | 17期号:2页码:261-264 |
| 关键词 | Multi-weight neuron Geometry algorithm Gsvm model Speech emotion recognition |
| ISSN号 | 1022-4653 |
| 通讯作者 | Wenming, cao() |
| 英文摘要 | A novel approach for multi-dimension signals processing, that is multi-weight neural network based on high dimensional geometry theory, is proposed. with this theory, the geometry algorithm for building the multi-weight neuron is mentioned. to illustrate the advantage of the novel approach, a chinese speech emotion recognition experiment has been done. from this experiment, the human emotions are classified into 6 archetypal classes: fear, anger, happiness, sadness, surprise and disgust. and the amplitude, pitch frequency and formant are used as the feature parameters for speech emotion recognition. compared with traditional gsvm model, the new method has its superiority. it is noted that this method has significant values for researches and applications henceforth. |
| WOS研究方向 | Engineering |
| WOS类目 | Engineering, Electrical & Electronic |
| 语种 | 英语 |
| WOS记录号 | WOS:000255103200015 |
| 出版者 | TECHNOLOGY EXCHANGE LIMITED HONG KONG |
| URI标识 | http://www.irgrid.ac.cn/handle/1471x/2427247 |
| 专题 | 半导体研究所 |
| 通讯作者 | Wenming, Cao |
| 作者单位 | 1.Shenzhen Univ, Key Lab Intelligent Processing, Shenzhen 518060, Peoples R China 2.Chinese Acad Sci, Inst Semicond, Beijing 100083, Peoples R China |
| 推荐引用方式 GB/T 7714 | Wenming, Cao,Tiancheng, He. The multi-weight neuron with geometry algorithm and its application[J]. Chinese journal of electronics,2008,17(2):261-264. |
| APA | Wenming, Cao,&Tiancheng, He.(2008).The multi-weight neuron with geometry algorithm and its application.Chinese journal of electronics,17(2),261-264. |
| MLA | Wenming, Cao,et al."The multi-weight neuron with geometry algorithm and its application".Chinese journal of electronics 17.2(2008):261-264. |
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。