SPLICE: Fully Tractable Hierarchical Extension of ICA with Pooling

Junichiro Hirayama, Aapo Hyvärinen, Motoaki Kawanabe

Abstract: We present a novel probabilistic framework for a hierarchical extension of independent component analysis (ICA), with a particular motivation in neuroscientific data analysis and modeling. The fram...