eeglab中如何绘制独立成分ERP贡献

这篇文章主要介绍eeglab中如何绘制独立成分ERP贡献，文中介绍的非常详细，具有一定的参考价值，感兴趣的小伙伴们一定要看完！

要完成该操作，必须保证已加载数据和电极位置数据，同时还要对数据进行提取epoch，并对数据进行ICA处理，操作如下：

1. 加载数据文件

2. 加载位置文件

3. 提取数据epoch

4. 使用ICA分解数据

想要得到独立成分的ERP 对数据的ERP 的贡献，具体操作如下：

Plot > Component ERPs > with component maps

操作后弹出如下对话框：

点击OK就可以弹出如下界面：

上图中黑色包络线是各个时间点的所有channel 的最大值和最小值，彩线是各个独立成分的的ERP。如果只想要了解对200-500ms 数据ERP 贡献最大的独立成分。可在如下红色框中编辑为200 500.

点击OK即可。

同时在command line会返回如下运行结果：

Scaling components to RMS microvolt

Scaling components to RMS microvolt

Data epoch is from -1000 ms to 1992 ms.

Plotting data from -1000 ms to 1992 ms.

Comparing maximum projections for components:  

IC1 maximum mean power of back-projection: 38.509

IC2 maximum mean power of back-projection: 0.819246

IC3 maximum mean power of back-projection: 22.6933

IC4 maximum mean power of back-projection: 6.78334

IC5 maximum mean power of back-projection: 21.5198

IC6 maximum mean power of back-projection: 5.54757

IC7 maximum mean power of back-projection: 22.5431

IC8 maximum mean power of back-projection: 3.83181

IC9 maximum mean power of back-projection: 4.76929

IC10 maximum mean power of back-projection: 2.38919

IC11 maximum mean power of back-projection: 4.37118

IC12 maximum mean power of back-projection: 3.1094

IC13 maximum mean power of back-projection: 3.61488

IC14 maximum mean power of back-projection: 10.5461

IC15 maximum mean power of back-projection: 2.24509

IC16 maximum mean power of back-projection: 1.07009

IC17 maximum mean power of back-projection: 4.95616

IC18 maximum mean power of back-projection: 2.12227

IC19 maximum mean power of back-projection: 2.65247

IC20 maximum mean power of back-projection: 1.49523

IC21 maximum mean power of back-projection: 1.63033

IC22 maximum mean power of back-projection: 0.388555

IC23 maximum mean power of back-projection: 1.9825

IC24 maximum mean power of back-projection: 0.869334

IC25 maximum mean power of back-projection: 0.653917

IC26 maximum mean power of back-projection: 0.586803

IC27 maximum mean power of back-projection: 0.639125

IC28 maximum mean power of back-projection: 1.29816

IC29 maximum mean power of back-projection: 0.762766

IC30 maximum mean power of back-projection: 0.408131

IC31 maximum mean power of back-projection: 0.268396

IC32 maximum mean power of back-projection: 0.172242

  in the interval 203 ms to 500 ms.

Plotting envelopes of 7 component projections.

Topo maps will show components:    5     6     3     7     4     1    14  

    with max var at times (ms):  273   328   398   398   398   430   438  

                  epoch frames:  318   325   334   334   334   338   339  

    Component sortvar in interval:  38.51 0.82 22.69 6.78 21.52 5.55 22.54 

    Summed component 'ppaf' in interval [203.125  500] ms: 79.42%

    Plot limits (sec, sec, uV, uV) [-1,1.99219,-16.3255,35.6778]

绘制Component ERP-image

具体操作：Plot > Component ERP image

完成该操作后，会弹出如下界面：

在上述界面填写相应数据，具体操作和解释可以查看教程9：eeglab教程系列(9)-绘制ERP图像

点击OK后，弹出如下窗口：

以上是“eeglab中如何绘制独立成分ERP贡献”这篇文章的所有内容，感谢各位的阅读！希望分享的内容对大家有帮助，更多相关知识，欢迎关注亿速云行业资讯频道！