Dynamic Functional Connectivity tutorial Brainhack Tutorial Zurich Sliding window analysis and innovation-driven co-activation pattern pipelines
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چکیده
In this hands-on session, we explore dynamic functional connectivity (dFC) through two different pipelines: (1) a sliding window analysis, where we explore the impact of window characteristics, dynamic graph metrics, and the generation of summarising eigenconnectivity building blocks; and (2) the generation of innovation-driven co-activation patterns (iCAPs), following the previous application of total activation (TA). Participants are expected to have attended the theoretical introduction given by T. Bolton. The data needed to run both pipelines can be found in the BrainHack/Practice/StartData folder. It contains:
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