Examples

Some introduction to the encoding/decoding framework.

Fit the residual covariance matrix

Fit the residual covariance matrix

Stimulus decoding using stimulus mask

Stimulus decoding using stimulus mask

Linear encoding model

Linear encoding model

Create a simple Gaussian Prf encoding model

Create a simple Gaussian Prf encoding model

Invert encoding model

Invert encoding model

Decoding of stimuli from neural data

Decoding of stimuli from neural data

Recontruct a 2D visual stimulus from real fMRI data

Recontruct a 2D visual stimulus from real fMRI data

Fit a 2D PRF model

Fit a 2D PRF model

Fisher information to estimate precision of encoding parameters across stimulus space

Fisher information to estimate precision of encoding parameters across stimulus space

Different flavors of visual population receptive field models

Different flavors of visual population receptive field models

Decoding 2D stimuli from neural data

Decoding 2D stimuli from neural data