Brain decoding: Opportunities and challenges for pattern recognition

The neuroimaging community heavily relies on statistical inference to explain measured brain activity given the experimental paradigm. Undeniably, this method has led to many results, but it is limited by the richness of the generative models that are deployed, typically in a mass-univariate way. Such an approach is suboptimal given the high-dimensional and complex spatiotemporal correlation structure of neuroimaging data.


Published in:
Pattern Recognition, 45, 2033-2034
Year:
2012
Publisher:
Elsevier
ISSN:
0031-3203
Keywords:
Laboratories:




 Record created 2012-04-19, last modified 2018-03-17

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