L1-Regularized ICA: A Novel Method for Analysis of Task-related fMRI Data

Yusuke Endo, Koujin Takeda

We propose a new method of independent component analysis (ICA) in order to extract appropriate features from high-dimensional data. In general, matrix factorization methods includ…