Hemodynamic matrix factorization for functional magnetic resonance imaging
The General Linear Model (GLM) used in task-fMRI relates activated brain areas to extrinsic task conditions.The translation of resulting neural activation into a hemodynamic response is commonly approximated with a linear convolution model using a hemodynamic response function (HRF).There are two major limitations in GLM analysis.Firstly, the GLM a