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多学科fMRI数据的分层高斯朴素贝叶斯分类器

What Mental States? Exploring How Dimensionality Reduction Might Contribute to the Refinement of Cognitive Models
课程网址: http://videolectures.net/fmri06_whang_wmseh/  
主讲教师: Kenneth Whang
开课单位: 卡内基梅隆大学
开课时间: 2007-02-25
课程语种: 英语
中文简介:
认知神经科学中的问题通常以已知类型之间的对应关系为基础:大脑状态X如何与认知状态Y相关?特定结构和功能之间的相关性或映射是什么?这种框架非常适用于粗粒度假设的确认测试。然而,它们不一定是为了探索更精细的物理和功能结构而提供信息。相反,物理状态通常在感兴趣的解剖区域上聚集,而任务被设计为优化一个或几个感兴趣的功能对比而不是覆盖更全面的行为或认知范围。
课程简介: Questions in cognitive neuroscience are often framed in terms of correspondences between known types: How is brain state X related to cognitive state Y? What are the correlations or mappings between particular structures and functions? Such framings are well suited for confirmatory testing of coarse-grained hypotheses. They are not necessarily informative, however, for the purpose of exploring finer physical and functional structure. To the contrary, physical states are typically aggregated over anatomical regions of interest, while tasks are designed to optimize one or a few functional contrasts of interest rather than to cover a fuller behavioral or cognitive range.
关 键 词: 认知神经科学; 粗粒度假设; 功能结构
课程来源: 视频讲座网
最后编审: 2019-04-14:cwx
阅读次数: 43