Performance comparison of support vector machine and relevance vector machine classifiers for functional MRI data

Multivariate pattern analysis (MVPA) of fMRI data has been growing in popularity due to its sensitivity to networks of brain activation. It is performed in a predictive modeling framework which is natural for implementing brain state prediction and real-time fMRI applications such as brain computer...

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Bibliographic Details
Main Author: Perez, Daniel Antonio
Published: Georgia Institute of Technology 2010
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Online Access:http://hdl.handle.net/1853/34858

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