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Table 1 Average ERD peak score (lower is better) and dipolarity score (higher is better) with within subject error bars (cf. [53])

From: Removal of muscular artifacts in EEG signals: a comparison of linear decomposition methods

 

ERD peak

Dipolarity

Nothing

\(\,5.70 \pm 2.13\)

 

TDSEP

\(-\,0.50 \pm 1.57\)

\(5.50 \pm 0.44\)

Infomax

\(-\,0.28 \pm 1.42\)

\(\mathbf {7}.\mathbf {00} \pm 0.49\)

FastICA

\(-\,1.44 \pm 1.14\)

\(5.00 \pm 0.37\)

HP-TDSEP

\(-\,1.64 \pm 1.34\)

\(3.17 \pm 0.34\)

HP-Infomax

\(-\,\mathbf {5}.\mathbf {46} \pm 1.07\)

\(6.44 \pm 0.56\)

HP-FastICA

\(-\,4.02 \pm 1.23\)

\(4.50 \pm 0.37\)

SSD

\(-\,3.98 \pm 2.28\)

\(1.56 \pm 0.48\)

Fourier-ICA

\(-\,4.47 \pm 1.11\)

\(4.89 \pm 0.33\)

  1. The best-performing method is highlighted in bold