HemoLearn usage examples

Warning

If you want to run the examples, make sure you execute them in a directory where you have write permissions, or you copy the examples into such a directory.

Simple functionalities examples

A simple example on synthetic data to illustrate basic functions of HemoLearn.

HRF models

Synthetic fMRI data example

Real fMRI data examples

A simple example on real resting-state fMRI data to illustration the usage of BDA. Note that the ADHD does not provide a short enough TR value.

Real fMRI data example

EUSIPCO results

Examples reproduces the results of Cherkaoui et al., EUSIPCO 2019, paper :

[1] Hamza Cherkaoui, Thomas Moreau, Abderrahim Halimi, Philippe Ciuciu, “fMRI BOLD signal decomposition using a multivariate low-rank model”, 2019 27th European Signal Processing Conference, EUSIPCO 2019, Corunna, Spain.

EUSIPCO 2019 CHerkaoui et a.l. experimental reproduction