Decoding and predicting from brain images¶
See Decoding and MVPA: predicting from brain images for more details.
Show stimuli of Haxby et al. dataset
FREM on Jimura et al “mixed gambles” dataset
Voxel-Based Morphometry on Oasis dataset with Space-Net prior
Cortical surface-based searchlight decoding
Decoding with FREM: face vs house vs chair object recognition
Decoding with ANOVA + SVM: face vs house in the Haxby dataset
The haxby dataset: different multi-class strategies
Searchlight analysis of face vs house recognition
Decoding of a dataset after GLM fit for signal extraction
ROI-based decoding analysis in Haxby et al. dataset
Setting a parameter by cross-validation
Voxel-Based Morphometry on Oasis dataset
Different classifiers in decoding the Haxby dataset
Understanding nilearn.decoding.Decoder
Example of pattern recognition on simulated data
Encoding models for visual stimuli from Miyawaki et al. 2008
Reconstruction of visual stimuli from Miyawaki et al. 2008