He Bin, Astolfi Laura, Valdes-Sosa Pedro A, Marinazzo Daniele, Palva Satu, Benar Christian G, Michel Christoph M, Koenig Thomas
IEEE Trans Biomed Eng. 2019 May 7. doi: 10.1109/TBME.2019.2913928.
We review the theory and algorithms of electrophysiological brain connectivity analysis. This tutorial is aimed at providing an introduction to brain functional connectivity from electrophysiological signals, including electroencephalography (EEG), magnetoencephalography (MEG), electrocorticography (ECoG), stereoelectroencephalography (SEEG). Various connectivity estimators are discussed, and algorithms introduced. Important issues for estimating and mapping brain functional connectivity with electrophysiology are discussed.
我们回顾了脑电生理连接分析的理论和算法。本教程旨在介绍从包括脑电图(EEG)、脑磁图(MEG)、皮层脑电图(ECoG)、立体脑电图(SEEG)在内的电生理信号中进行脑功能连接分析。文中讨论了各种连接性估计方法,并介绍了相关算法。还讨论了利用电生理技术估计和绘制脑功能连接时的重要问题。