A computational cognition model of perception, memory, and judgment

	A computational cognition model of perception, memory, and judgment
	Fu XiaoLan1 ; Cai LianHong 2; Liu Ye1 ; Jia Ja 2; Chen WenFeng1 ; Yi Zhang 3; Zhao GuoZhen4 ; Liu YongJin 2; Wu ChangXu4
	2014-03-01
发表期刊	SCIENCE CHINA-INFORMATION SCIENCES
ISSN	1674-733X
文章类型	Article
卷号	57 期号:3 页码:1-15
摘要	The mechanism of human cognition and its computability provide an important theoretical foundation to intelligent computation of visual media. This paper focuses on the intelligent processing of massive data of visual media and its corresponding processes of perception, memory, and judgment in cognition. In particular, both the human cognitive mechanism and cognitive computability of visual media are investigated in this paper at the following three levels: neurophysiology, cognitive psychology, and computational modeling. A computational cognition model of Perception, Memory, and Judgment (PMJ model for short) is proposed, which consists of three stages and three pathways by integrating the cognitive mechanism and computability aspects in a unified framework. Finally, this paper illustrates the applications of the proposed PMJ model in five visual media research areas. As demonstrated by these applications, the PMJ model sheds some light on the intelligent processing of visual media, and it would be innovative for researchers to apply human cognitive mechanism to computer science.
关键词	perception memory judgment computational cognition model
收录类别	SCI
语种	英语
WOS记录号	WOS:000332351000014
引用统计	被引频次：11[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.psych.ac.cn/handle/311026/13727
专题	中国科学院行为科学重点实验室
作者单位	1.Chinese Acad Sci, Inst Psychol, State Key Lab Brain & Cognit Sci, Beijing 100101, Peoples R China 2.Tsinghua Univ, Dept Comp Sci & Technol, TNLIST, Beijing 100084, Peoples R China 3.Sichuan Univ, Coll Comp Sci, Chengdu 610064, Peoples R China 4.Chinese Acad Sci, Inst Psychol, Key Lab Behav Sci, Beijing 100101, Peoples R China
推荐引用方式 GB/T 7714	Fu XiaoLan,Cai LianHong,Liu Ye,et al. A computational cognition model of perception, memory, and judgment[J]. SCIENCE CHINA-INFORMATION SCIENCES,2014,57(3):1-15.
APA	Fu XiaoLan.,Cai LianHong.,Liu Ye.,Jia Ja.,Chen WenFeng.,...&Wu ChangXu.(2014).A computational cognition model of perception, memory, and judgment.SCIENCE CHINA-INFORMATION SCIENCES,57(3),1-15.
MLA	Fu XiaoLan,et al."A computational cognition model of perception, memory, and judgment".SCIENCE CHINA-INFORMATION SCIENCES 57.3(2014):1-15.

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