A computational model for feature binding

doi:10.1007/s11427-008-0063-3

	A computational model for feature binding
	Shi ZhiWei 1,2; Shi ZhongZhi 1; Liu Xi 1,2; Shi ZhiPing 1
	2008-05-01
发表期刊	SCIENCE IN CHINA SERIES C-LIFE SCIENCES
ISSN	1006-9305
卷号	51 期号:5 页码:470-478
摘要	The "Binding Problem" is an important problem across many disciplines, including psychology, neuroscience, computational modeling, and even philosophy. In this work, we proposed a novel computational model, Bayesian Linking Field Model, for feature binding in visual perception, by combining the idea of noisy neuron model, Bayesian method, Linking Field Network and competitive mechanism. Simulation Experiments demonstrated that our model perfectly fulfilled the task of feature binding in visual perception and provided us some enlightening idea for future research.
关键词	binding problem computational model Bayesian linking field model
DOI	10.1007/s11427-008-0063-3
收录类别	SCI
语种	英语
WOS研究方向	Life Sciences & Biomedicine - Other Topics
WOS类目	Biology
WOS记录号	WOS:000255986200011
出版者	SCIENCE PRESS
引用统计	被引频次：1[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/11191
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Shi ZhiWei
作者单位	1.Chinese Acad Sci, Key Lab Intelligent Informat Proc, Inst Comp Technol, Beijing 100190, Peoples R China 2.Grad Univ, Chinese Acad Sci, Beijing 100049, Peoples R China
推荐引用方式 GB/T 7714	Shi ZhiWei,Shi ZhongZhi,Liu Xi,et al. A computational model for feature binding[J]. SCIENCE IN CHINA SERIES C-LIFE SCIENCES,2008,51(5):470-478.
APA	Shi ZhiWei,Shi ZhongZhi,Liu Xi,&Shi ZhiPing.(2008).A computational model for feature binding.SCIENCE IN CHINA SERIES C-LIFE SCIENCES,51(5),470-478.
MLA	Shi ZhiWei,et al."A computational model for feature binding".SCIENCE IN CHINA SERIES C-LIFE SCIENCES 51.5(2008):470-478.