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隐藏过程模型:解码具有未知时序的重叠认知状态

Hidden Process Models:Decoding Overlapping Cognitive States with Unknown Timing
课程网址: http://videolectures.net/fmri06_hutchinson_docsu/  
主讲教师: Rebecca Hutchinson
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:
我们使用隐藏过程模型(HPM)来评估功能性磁共振成像(fMRI)研究的不同模型,其中受试者决定刺激是否匹配。我们证明了HPM能够同时估计血流动力学反应函数和fMRI时间序列下一组认知过程的开始时间,并以原则方式比较不同模型。
课程简介: We use Hidden Process Models (HPMs) to evaluate different models of a functional Magnetic Resonance Imaging (fMRI) study in which subjects decide whether stimuli match. We demonstrate the ability of HPMs to simultaneously estimate the hemodynamic response functions and the onset times of a set of cognitive processes underlying an fMRI time series, and to compare different models in a principled way.
关 键 词: 隐藏过程模型; 受试者; 血流动力学
课程来源: 视频讲座网
最后编审: 2019-04-14:cwx
阅读次数: 38