The present work deals with the ICA problem in the overdetermined (or undercomplete) case, i.e. the sensors outnumber the sources.
The present work deals with the ICA problem in the overdetermined (or undercomplete) case, i.e. the sensors outnumber the sources. As appeared recently in ...
However, up to the author's knowledge, the stability properties of such algorithms have been analyzed only in the complete ICA. In order to face this lack, a ...
This letter deals with the independent component analysis (ICA) problem in the complete case. As appeared recently in the literature, different Riemannian ...
The present work deals with the ICA problem in the overdetermined (or undercomplete) case, i.e. the sensors outnumber the sources.
Jul 17, 2024 · Stability analysis of natural gradient learning rules in overdetermined ICA. Signal Process. 88(3): 761-766 (2008); 2007. [j1]. view. electronic ...
Squartini, A. Arcangeli and F. Piazza, Stability analysis of natural gradient learning rules in overdetermined ICA, Signal Processing, 88 (2008), 761-766. [28] ...
This article extends the natural gradient learning algorithm to be applicable to these overcomplete and undercomplete cases.
Missing: Stability rules
Stability Analysis of Natural Gradient Learning Rules in Overdetermined ICA, 1-gen-2008, Squartini, Stefano; A., Arcangeli; Piazza, Francesco ...
The simulations performed showed excellent results of the algorithm in terms of speed, stability of operation and the quality of separation. A characteristic ...