“…Many different methods (e.g., parametric, non-parametric, and subspace methods) are available to compute the EEG/MEG spectral power (Kay, 1988;Sanei & Chambers, 2007;Shumway & Stoffer, 2000). For instance, some of these methods that have been applied are the classical fast Fourier transform (e.g., Hatfield et al, 1984;Haufler et al, 2000) and more sophisticated procedures such as the multitaper (e.g., Conteras-Vidal & Kerick, 2004) or wavelet (e.g., Mu et al, 2008) techniques. While some of these approaches have been applied with success in EEG/MEG studies that focus on sensorimotor performance and/or Brain Computer Interface (BCI) systems (McFarland et al, 2006;Pfurtscheller & Lopes da Silva, 1999), two methods are particularly popular to compute the EEG/MEG spectral power.…”