Brain Connectivity Studies on Structure-Function Relationships: A Short Survey with an Emphasis on Machine Learning

Figure 5

The principle of ICA is illustrated. As the input, a voxel time series is considered and indicated as an orange stripe in the related data matrices. The decomposition is either done to obtain independent spatial maps in component matrix or to obtain independent component time series contained in the rows of component matrix .