fastHICA: Hierarchical Independent Component Analysis: a multi-scale
sparse non-orthogonal data-driven basis
This package implements HICA (Hierarchical Independent Component Analysis) algorithm. This approach, obtained through the integration between treelets and Independent Component Analysis, is able to provide a multi-scale non-orthogonal data-driven basis, whose elements have a phenomenological interpretation according to the problem under study.
| Version: |
1.0 |
| Depends: |
fastICA, energy |
| Published: |
2014-01-16 |
| Author: |
Piercesare Secchi, Simone Vantini, and Paolo Zanini |
| Maintainer: |
Paolo Zanini <paolo.zanini at polimi.it> |
| License: |
GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: |
no |
| CRAN checks: |
fastHICA results |
Downloads: