Decoding and predicting from brain images¶
See Decoding and MVPA: predicting from brain images for more details.
![](../../_images/sphx_glr_plot_oasis_vbm_space_net_thumb.png)
Voxel-Based Morphometry on Oasis dataset with Space-Net prior
Voxel-Based Morphometry on Oasis dataset with Space-Net prior
![](../../_images/sphx_glr_plot_haxby_frem_thumb.png)
Decoding with FREM: face vs house vs chair object recognition
Decoding with FREM: face vs house vs chair object recognition
![](../../_images/sphx_glr_plot_haxby_anova_svm_thumb.png)
Decoding with ANOVA + SVM: face vs house in the Haxby dataset
Decoding with ANOVA + SVM: face vs house in the Haxby dataset
![](../../_images/sphx_glr_plot_haxby_multiclass_thumb.png)
The haxby dataset: different multi-class strategies
The haxby dataset: different multi-class strategies
![](../../_images/sphx_glr_plot_haxby_glm_decoding_thumb.png)
Decoding of a dataset after GLM fit for signal extraction
Decoding of a dataset after GLM fit for signal extraction
![](../../_images/sphx_glr_plot_haxby_full_analysis_thumb.png)
ROI-based decoding analysis in Haxby et al. dataset
ROI-based decoding analysis in Haxby et al. dataset
![](../../_images/sphx_glr_plot_haxby_different_estimators_thumb.png)
Different classifiers in decoding the Haxby dataset
Different classifiers in decoding the Haxby dataset
![](../../_images/sphx_glr_plot_miyawaki_encoding_thumb.png)
Encoding models for visual stimuli from Miyawaki et al. 2008
Encoding models for visual stimuli from Miyawaki et al. 2008
![](../../_images/sphx_glr_plot_miyawaki_reconstruction_thumb.png)
Reconstruction of visual stimuli from Miyawaki et al. 2008
Reconstruction of visual stimuli from Miyawaki et al. 2008