Functional Magnetic Resonance Imaging (fMRI) as an innovative modality that has been one of the most popular approach to probe of the human brain either among candidates for surgery due to tumoral disease or cognitive neuroscience evaluations for research obtaining a valid acquisition is essential because it is a dedicated technique based on blood oxygenation level dependent (BOLD) contrast which variates with a small fraction of a raw signal intensity