An Overview of the Asymptotic Performance of the Family of the FastICA Algorithms
| Affiliation auteurs | Affiliation ok |
| Titre | An Overview of the Asymptotic Performance of the Family of the FastICA Algorithms |
| Type de publication | Conference Paper |
| Year of Publication | 2015 |
| Auteurs | Wei T |
| Editor | Vincent E, Yeredor A, Koldovsky Z, Tichavsky P |
| Conference Name | LATENT VARIABLE ANALYSIS AND SIGNAL SEPARATION, LVA/ICA 2015 |
| Publisher | Technicolor; Tech Univ Liberec, Fac Mechatron, Informat & Interdisciplinary Studies; Jablotron; Conexant Syst; Sony |
| Conference Location | HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY |
| ISBN Number | 978-3-319-22482-4; 978-3-319-22481-7 |
| Mots-clés | Asymptotic performance, Data centering, Data whitening, Deflationary FastICA, Independent component analysis, Symmetric FastICA |
| Résumé | This contribution summarizes the results on the asymptotic performance of several variants of the FastICA algorithm. A number of new closed-form expressions are presented. |
| DOI | 10.1007/978-3-319-22482-4_39 |