Decoding and predicting from brain images

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

Comparing classifiers in decoding

Comparing classifiers in decoding

Cortical surface-based searchlight decoding

Cortical surface-based searchlight decoding

Decoding of a dataset after GLM fit for signal extraction

Decoding of a dataset after GLM fit for signal extraction

Decoding with ANOVA + SVM

Decoding with ANOVA + SVM

Decoding with fast ensembling of regularized models

Decoding with fast ensembling of regularized models

Effect of standardization on decoding performance

Effect of standardization on decoding performance

Encoding models for visual stimuli

Encoding models for visual stimuli

Example of pattern recognition on simulated data

Example of pattern recognition on simulated data

Multi-class strategies

Multi-class strategies

ROI-based decoding analysis

ROI-based decoding analysis

Reconstruction of visual stimuli

Reconstruction of visual stimuli

Regression with fast ensembling of regularized models

Regression with fast ensembling of regularized models

Searchlight analysis

Searchlight analysis

Show stimuli of Haxby dataset

Show stimuli of Haxby dataset

Tuning a parameter with cross-validation

Tuning a parameter with cross-validation

Understanding Decoder

Understanding Decoder

Voxel-Based Morphometry with Space-Net prior

Voxel-Based Morphometry with Space-Net prior

Voxel-Based Morphometry: Regression

Voxel-Based Morphometry: Regression