The universal fuzzy logical framework of neural circuits and its application in modeling primary visual cortex
文献类型：期刊论文
| 作者 | Hu Hong1; Li Su2; Wang YunJiu2; Qi XiangLin2; Shi ZhongZhi1 |
| 刊名 | SCIENCE IN CHINA SERIES C-LIFE SCIENCES
 |
| 出版日期 | 2008-10-01 |
| 卷号 | 51期号:10页码:902-912 |
| 关键词 | nonlinear dynamical system fuzzy logic visual cortex |
| ISSN号 | 1006-9305 |
| DOI | 10.1007/s11427-008-0114-9 |
| 英文摘要 | Analytical study of large-scale nonlinear neural circuits is a difficult task. Here we analyze the function of neural systems by probing the fuzzy logical framework of the neural cells' dynamical equations. Although there is a close relation between the theories of fuzzy logical systems and neural systems and many papers investigate this subject, most investigations focus on finding new functions of neural systems by hybridizing fuzzy logical and neural system. In this paper, the fuzzy logical framework of neural cells is used to understand the nonlinear dynamic attributes of a common neural system by abstracting the fuzzy logical framework of a neural cell. Our analysis enables the educated design of network models for classes of computation. As an example, a recurrent network model of the primary visual cortex has been built and tested using this approach. |
| 资助项目 | National Natural Science Foundation of China[60435010] ; National Natural Science Foundation of China[60675010] ; 863 National High-Tech Program[2006AA01Z128] ; National Basic Research Priorities Programme[2007CB311004] |
| WOS研究方向 | Life Sciences & Biomedicine - Other Topics |
| 语种 | 英语 |
| WOS记录号 | WOS:000259527400006 |
| 出版者 | SCIENCE PRESS |
| 源URL | [http://119.78.100.204/handle/2XEOYT63/11265]  |
| 专题 | 中国科学院计算技术研究所期刊论文_英文 |
| 通讯作者 | Hu Hong |
| 作者单位 | 1.Chinese Acad Sci, Inst Comp Technol, Key Lab Intelligent Informat Proc, Beijing 100080, Peoples R China 2.Chinese Acad Sci, Inst Biophys, Lab Visual Informat Proc, Beijing 100101, Peoples R China |
| 推荐引用方式 GB/T 7714 | Hu Hong,Li Su,Wang YunJiu,et al. The universal fuzzy logical framework of neural circuits and its application in modeling primary visual cortex[J]. SCIENCE IN CHINA SERIES C-LIFE SCIENCES,2008,51(10):902-912. |
| APA | Hu Hong,Li Su,Wang YunJiu,Qi XiangLin,&Shi ZhongZhi.(2008).The universal fuzzy logical framework of neural circuits and its application in modeling primary visual cortex.SCIENCE IN CHINA SERIES C-LIFE SCIENCES,51(10),902-912. |
| MLA | Hu Hong,et al."The universal fuzzy logical framework of neural circuits and its application in modeling primary visual cortex".SCIENCE IN CHINA SERIES C-LIFE SCIENCES 51.10(2008):902-912. |
入库方式： OAI收割
来源：计算技术研究所
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