A Review on Feature Binding Theory and Its Functions Observed in Perceptual Process

doi:10.1007/s12559-016-9446-0

	A Review on Feature Binding Theory and Its Functions Observed in Perceptual Process
	Ding, Shifei 1,2; Meng, Lingheng 1,2; Han, Youzhen 1,2; Xue, Yu 3
	2017-04-01
发表期刊	COGNITIVE COMPUTATION
ISSN	1866-9956
卷号	9 期号:2 页码:194-206
摘要	Binding problem, which is also called feature binding, is primarily about integrating distributed information scattered on different cortical areas in a reasonable way. As a key problem in cognitive science and neuroscience, this concept is increasingly becoming a focus of consciousness study. This paper first introduced the concept, characteristics, and biological basis of feature binding. Then, this paper illustrated three feature binding theories namely feature integration theory, synchronous neural activation theory, and neural network model of feature binding, and then reviewed the advantages and disadvantages of these three feature binding theories. To demonstrate why feature binding indeed exists, we reviewed works on the functions of feature binding observed in perceptual learning. Conclusions were reached that feature binding exists in many processes of perception. This paper also suggested future research in this area should focus on systematic study of bundled brain mechanisms.
关键词	Feature binding Perceptual learning Synchronous neural oscillations gamma-band oscillations Cognitive neuroscience
DOI	10.1007/s12559-016-9446-0
收录类别	SCI
语种	英语
资助项目	National Natural Science Foundation of China[61379101] ; National Natural Science Foundation of China[61672522] ; National Key Basic Research Program of China[2013CB329502] ; Priority Academic Program Development of Jiangsu Higer Education Institutions ; Jiangsu Collaborative Innovation Center on Atmospheric Environment and Equipment Technology
WOS研究方向	Computer Science ; Neurosciences & Neurology
WOS类目	Computer Science, Artificial Intelligence ; Neurosciences
WOS记录号	WOS:000398994500004
出版者	SPRINGER
引用统计	被引频次：12[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/2XEOYT63/7270
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Ding, Shifei
作者单位	1.China Univ Min & Technol, Sch Comp Sci & Technol, Xuzhou 221116, Peoples R China 2.Chinese Acad Sci, Inst Comp Technol, Key Lab Intelligent Informat Proc, Beijing 100190, Peoples R China 3.Nanjing Univ Informat Sci & Technol, Sch Comp & Software, Nanjing 210044, Jiangsu, Peoples R China
推荐引用方式 GB/T 7714	Ding, Shifei,Meng, Lingheng,Han, Youzhen,et al. A Review on Feature Binding Theory and Its Functions Observed in Perceptual Process[J]. COGNITIVE COMPUTATION,2017,9(2):194-206.
APA	Ding, Shifei,Meng, Lingheng,Han, Youzhen,&Xue, Yu.(2017).A Review on Feature Binding Theory and Its Functions Observed in Perceptual Process.COGNITIVE COMPUTATION,9(2),194-206.
MLA	Ding, Shifei,et al."A Review on Feature Binding Theory and Its Functions Observed in Perceptual Process".COGNITIVE COMPUTATION 9.2(2017):194-206.