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Sparse representation of global features of visual images in human primary visual cortex: Evidence from fMRI
  • ISSN号:1000-9825
  • 期刊名称:《软件学报》
  • 时间:0
  • 分类:Q983[生物学—人类学]
  • 作者机构:[1]State Key Laboratory of Atmospheric Boundary Layer Physics and Atmospheric Chemistry, Institute of Atmospheric Physics, Chinese Academy of Sciences, Beijing 100029, China, [2]State Key Laboratory of Cognitive Neuroscience and Learning, School of Information Science & Technology, Beijing Normal University, Beijing 100875, China, [3]The Magnetic Resonance Imaging Center of Brain's Function, Beijing 306 Hospital, Chinese People's Liberation Army, Beijing 100101, China, [4]National Natural Science Foundation of China, Beijing 100085, China, [5]Department of Computer Science, Beijing Jiaotong University, Beijing 100044, China, [6]College of Information Science, Peking University, Beijing 100871, China, [7]University of Florida McKnight Brain Institute, FL 32610, USA
  • 相关基金:Supported by the National Natural Science Foundation of China (Grant Nos. 60371045 & 60628101) and the National High Technology Research and Development Program of China (Grant No. 2006AA01Z132).
中文摘要:

在在视觉外皮的目标表示的 fMRI 实验,我们设计了刺激的二种类型:一个人是绘画的灰色的脸图象和它的线,并且其它是幻想和它的相应完成的幻想。他们俩与不同极小的细节有一样的全球特征以便 fMRI 实验的结果能与对方相比。第一种视觉刺激在一个块设计 fMRI 实验被使用,并且第二在一个事件相关的 fMRI 实验被使用。比较并且分析有趣的视觉外皮活动模式和血氧化水平依赖者(粗体) fMRI 信号,我们获得了结果显示出视觉图象的全球特征的某不变性。关于不变的机制的貌似合理的解释与外皮 V1 从更高的外皮与形状感觉的反馈与对视觉图象的全球特征的同步反应的合作有关,也就是全球特征的集成和稀少的表示和分布式的人口代码的化身。

英文摘要:

In fMRI experiments on object representation in visual cortex, we designed two types of stimuli: one is the gray face image and its line drawing, and the other is the illusion and its corresponding completed illusion. Both of them have the same global features with different minute details so that the results of fMRI experiments can be compared with each other. The first kind of visual stimuli was used in a block design fMRI experiment, and the second was used in an event-related fMRI experiment. Comparing and analyzing interesting visual cortex activity patterns and blood oxygenation level dependent (BOLD)- fMRI signal, we obtained results to show some invariance of global features of visual images. A plausible explanation about the invariant mechanism is related with the cooperation of synchronized response to the global features of the visual image with a feedback of shape perception from higher cortex to cortex V1, namely the integration of global features and embodiment of sparse representation and distributed population code.

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期刊信息
  • 《软件学报》
  • 北大核心期刊(2011版)
  • 主管单位:中国科学院
  • 主办单位:中国科学院软件研究所 中国计算机学会
  • 主编:赵琛
  • 地址:北京8718信箱中国科学院软件研究所
  • 邮编:100190
  • 邮箱:jos@iscas.ac.cn
  • 电话:010-62562563
  • 国际标准刊号:ISSN:1000-9825
  • 国内统一刊号:ISSN:11-2560/TP
  • 邮发代号:82-367
  • 获奖情况:
  • 2001年入选中国期刊方阵“双百期刊”,2000年荣获中国科学院优秀科技期刊一等奖
  • 国内外数据库收录:
  • 俄罗斯文摘杂志,美国数学评论(网络版),波兰哥白尼索引,德国数学文摘,荷兰文摘与引文数据库,美国工程索引,美国剑桥科学文摘,英国科学文摘数据库,日本日本科学技术振兴机构数据库,中国中国科技核心期刊,中国北大核心期刊(2004版),中国北大核心期刊(2008版),中国北大核心期刊(2011版),中国北大核心期刊(2014版),中国北大核心期刊(2000版)
  • 被引量:54609