Journal
BRAIN AND LANGUAGE
Volume 102, Issue 2, Pages 186-191Publisher
ACADEMIC PRESS INC ELSEVIER SCIENCE
DOI: 10.1016/j.bandl.2006.12.004
Keywords
generalization; dimensional reduction; laplacian eigenmap; NPAIRS; fMRI
Funding
- OMHHE CDC HHS [P20 MN57180] Funding Source: Medline
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We discuss aspects of multivariate fMRI modeling, including the statistical evaluation of multivariate models and means for dimensional reduction. In a case study we analyze linear and non-linear dimensional reduction tools in the context of a 'mind reading' predictive multivariate fMRI model. (c) 2007 Elsevier Inc. All rights reserved.
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