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EEG and MEG Data Analysis in SPM8

机译:SPM8中的EEG和MEG数据分析

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摘要

SPM is a free and open source software written in MATLAB (The MathWorks, Inc.). In addition to standard M/EEG preprocessing, we presently offer three main analysis tools: (i) statistical analysis of scalp-maps, time-frequency images, and volumetric 3D source reconstruction images based on the general linear model, with correction for multiple comparisons using random field theory; (ii) Bayesian M/EEG source reconstruction, including support for group studies, simultaneous EEG and MEG, and fMRI priors; (iii) dynamic causal modelling (DCM), an approach combining neural modelling with data analysis for which there are several variants dealing with evoked responses, steady state responses (power spectra and cross-spectra), induced responses, and phase coupling. SPM8 is integrated with the FieldTrip toolbox , making it possible for users to combine a variety of standard analysis methods with new schemes implemented in SPM and build custom analysis tools using powerful graphical user interface (GUI) and batching tools.
机译:SPM是用MATLAB(The MathWorks,Inc.)编写的免费开源软件。除了标准的M / EEG预处理之外,我们目前还提供三种主要的分析工具:(i)基于通用线性模型的头皮图,时频图像和体积3D源重建图像的统计分析,并进行多次比较的校正使用随机场理论; (ii)贝叶斯M / EEG源重建,包括支持小组研究,同时进行EEG和MEG以及fMRI先验; (iii)动态因果建模(DCM),这是一种将神经建模与数据分析相结合的方法,针对该方法,存在几种涉及诱发响应,稳态响应(功率谱和互谱),感应响应和相位耦合的变体。 SPM8与FieldTrip工具箱集成在一起,使用户可以将各种标准分析方法与SPM中实现的新方案结合起来,并使用强大的图形用户界面(GUI)和批处理工具构建自定义分析工具。

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