This paper presents new model—free fMRI methods based on independent component analysis. Commonly used methods in analyzing fMRI data, such as the Student's t-test and cross correlation analysis, are model-based approaches. Although these methods are easy to implement and are effective in analyzing data with simple paradigms, they are not applicable in… (More)