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On the use of simulated annealing to automatically assign decorrelated components in second-order blind source separation

Böhm, Matthias ; Stadlthanner, Kurt ; Gruber, Peter ; Theis, Fabian ; Lang, Elmar W. ; Tomé, A. ; Teixeira, A. ; Gronwald, Wolfram ; Kalbitzer, Hans-Robert



Abstract

In this paper, an automatic assignment tool, called BSS-AutoAssign,for artifact-related decorrelated components within a second-order blind source separation (BSS) is presented. The latter is based on the recently proposed algorithm dAMUSE, which provides an elegant solution to both the BSS and the denoising problem simultaneously. BSS-AutoAssign uses a local principal component analysis (PCA)to ...

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