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Functional connectivity (FC), defined as the statistical dependency between distinct brain regions, has been an important tool in understanding cognitive brain processes. Most of the current works in FC have focused on the assumption of temporally stationary networks. However, recent empirical work indicates that FC is dynamic due to cognitive functions. Goal: The purpose of this paper is to understand...
Lots of data is generated around us in today's big data age. Much of this data is time-varying or dynamic, such as the social network connections that change across time or dynamic functional brain connectivity networks constructed across multiple subjects. In these dynamic (time-varying) networks, it is important to reduce the large amount of data into a few meaningful descriptors. One way to achieve...
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