Independent Component Analysis (ICA)

People involved in ICA research:	Former members:
Erkki Oja Markus Harva Antti Honkela Alexander Ilin Juha Karhunen Karthikesh Raju Petteri Pajunen Tapani Raiko Jaakko Särelä Ricardo Vigario	Aapo Hyvärinen Patrik Hoyer Jarmo Hurri Kimmo Kiviluoto Jyrki Joutsensalo Harri Valpola Mika Inki Ella Bingham

See also the Bayes Group and the Neuroinformatics Group

---

What is Independent Component Analysis?

Short introduction   Tutorial paper   Survey paper  

Introductory book "Independent Component Analysis"

Demos

Short demo      Try-it-yourself demo: Cocktail party problem  

Cocktailkutsu-demonstraatio sekoittuneiden äänten erottelusta  

Check out our software release:

The FastICA MATLAB Package

Research projects

Progress report of ICA at HUT in 2004-2005

FastICA algorithm for independent component analysis

ICA and its extensions as models of natural image statistics

Icasso: software for stability analysis of independent components

Nonlinear ICA

European project: BLISS

ICA link collection

Click here for a collection of program packages, data sets and links