A Dictionary Learning Approach for Signal Sampling in Task-Based fMRI for Reduction of Big Data

The exponential growth of fMRI big data offers researchers an unprecedented opportunity to explore functional brain networks. However, this opportunity has not been fully explored yet due to the lack of effective and efficient tools for handling such fMRI big data. One major challenge is that comput...

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Bibliographic Details
Main Authors: Bao Ge, Xiang Li, Xi Jiang, Yifei Sun, Tianming Liu
Format: Article
Language:English
Published: Frontiers Media S.A. 2018-04-01
Series:Frontiers in Neuroinformatics
Subjects:
Online Access:http://journal.frontiersin.org/article/10.3389/fninf.2018.00017/full