The universal fuzzy logical framework of neural circuits and its application in modeling primary visual cortex

doi:10.1007/s11427-008-0114-9

	The universal fuzzy logical framework of neural circuits and its application in modeling primary visual cortex
	Hu Hong 1; Li Su 2; Wang YunJiu 2; Qi XiangLin 2; Shi ZhongZhi 1
	2008-10-01
发表期刊	SCIENCE IN CHINA SERIES C-LIFE SCIENCES
ISSN	1006-9305
卷号	51 期号:10 页码:902-912
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.
关键词	nonlinear dynamical system fuzzy logic visual cortex
DOI	10.1007/s11427-008-0114-9
收录类别	SCI
语种	英语
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
WOS类目	Biology
WOS记录号	WOS:000259527400006
出版者	SCIENCE PRESS
引用统计
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/11266
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.