Data Code

Our group has participated in the development of the following software. Do not hesitate to contact us if you want more information about them.

DECONVOLUTION ALGORITHMS FOR FMRI DATA

• Paradigm Free Mapping:

The PFM algorithm performs the voxelwise deconvolution of the fMRI signal using the sparse regression estimators of LASSO and Dantzig Selector based on a given hemodynamic (forward) model of the BOLD response. This enables to map the response to single-trial BOLD events without prior information of their timing, i.e. a blind detection approach for the analysis of fMRI data. The code of this algorithm is implemented in R and freely distributed as part of the AFNI software:

https://afni.nimh.nih.gov/pub/dist/doc/program_help/3dPFM.html

• Multiecho Paradigm Free Mapping:

This algorithm is the extension of PFM for multi-echo fMRI data. It is also freely distributed as part of AFNI: https://afni.nimh.nih.gov/pub/dist/doc/program_help/3dMEPFM.html