Multivariate strategies in functional magnetic resonance imaging  

Oleh:

Hansen, Lars Kai

Jenis: Article from Journal - ilmiah internasional
Dalam koleksi: Brain and Language (Full Text) vol. 102 no. 2 (2007), page 186-191.
Topik: Generalization; Dimensional reduction; Laplacian eigenmap; NPAIRS; fMRI
Fulltext: 102_02_Hansen.pdf (2.13MB)

Isi artikel

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.

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