Decoding and predicting from brain images

See Decoding and MVPA: predicting from brain images for more details.

Show stimuli of Haxby et al. dataset

Show stimuli of Haxby et al. dataset

FREM on Jimura et al “mixed gambles” dataset

FREM on Jimura et al "mixed gambles" dataset

Voxel-Based Morphometry on Oasis dataset with Space-Net prior

Voxel-Based Morphometry on Oasis dataset with Space-Net prior

Cortical surface-based searchlight decoding

Cortical surface-based searchlight decoding

Decoding with ANOVA + SVM: face vs house in the Haxby dataset

Decoding with ANOVA + SVM: face vs house in the Haxby dataset

Decoding with FREM: face vs house vs chair object recognition

Decoding with FREM: face vs house vs chair object recognition

The haxby dataset: different multi-class strategies

The haxby dataset: different multi-class strategies

Searchlight analysis of face vs house recognition

Searchlight analysis of face vs house recognition

Decoding of a dataset after GLM fit for signal extraction

Decoding of a dataset after GLM fit for signal extraction

ROI-based decoding analysis in Haxby et al. dataset

ROI-based decoding analysis in Haxby et al. dataset

Setting a parameter by cross-validation

Setting a parameter by cross-validation

Voxel-Based Morphometry on Oasis dataset

Voxel-Based Morphometry on Oasis dataset

Different classifiers in decoding the Haxby dataset

Different classifiers in decoding the Haxby dataset

Example of pattern recognition on simulated data

Example of pattern recognition on simulated data

Encoding models for visual stimuli from Miyawaki et al. 2008

Encoding models for visual stimuli from Miyawaki et al. 2008

Reconstruction of visual stimuli from Miyawaki et al. 2008

Reconstruction of visual stimuli from Miyawaki et al. 2008