book chapter published yes Alois Schlögl author 45BF87EE-F248-11E8-B48F-1D18A9856A870000-0002-5621-8100 Carmen Vidaurre author Klaus-Robert Müller author BernhardGraimann editor GertPfurtscheller editor BrendanAllison editor ScienComp department This chapter tackles a difficult challenge: presenting signal processing material to non-experts. This chapter is meant to be comprehensible to people who have some math background, including a course in linear algebra and basic statistics, but do not specialize in mathematics, engineering, or related fields. Some formulas assume the reader is familiar with matrices and basic matrix operations, but not more advanced material. Furthermore, we tried to make the chapter readable even if you skip the formulas. Nevertheless, we include some simple methods to demonstrate the basics of adaptive data processing, then we proceed with some advanced methods that are fundamental in adaptive signal processing, and are likely to be useful in a variety of applications. The advanced algorithms are also online available [30]. In the second part, these techniques are applied to some real-world BCI data. Springer2010 eng 1612-3018 978364202090210.1007/978-3-642-02091-9_18 331-355 Schlögl, A., Vidaurre, C., &#38; Müller, K.-R. (2010). Adaptive Methods in BCI Research - An Introductory Tutorial. In B. Graimann, G. Pfurtscheller, &#38; B. Allison (Eds.), <i>Brain-Computer Interfaces</i> (1st ed., pp. 331–355). Berlin, Heidelberg: Springer. <a href="https://doi.org/10.1007/978-3-642-02091-9_18">https://doi.org/10.1007/978-3-642-02091-9_18</a> Schlögl, Alois, et al. “Adaptive Methods in BCI Research - An Introductory Tutorial.” <i>Brain-Computer Interfaces</i>, edited by Bernhard Graimann et al., 1st ed., Springer, 2010, pp. 331–55, doi:<a href="https://doi.org/10.1007/978-3-642-02091-9_18">10.1007/978-3-642-02091-9_18</a>. A. Schlögl, C. Vidaurre, and K.-R. Müller, “Adaptive Methods in BCI Research - An Introductory Tutorial,” in <i>Brain-Computer Interfaces</i>, 1st ed., B. Graimann, G. Pfurtscheller, and B. Allison, Eds. Berlin, Heidelberg: Springer, 2010, pp. 331–355. A. Schlögl, C. Vidaurre, K.-R. Müller, in:, B. Graimann, G. Pfurtscheller, B. Allison (Eds.), Brain-Computer Interfaces, 1st ed., Springer, Berlin, Heidelberg, 2010, pp. 331–355. Schlögl, Alois, Carmen Vidaurre, and Klaus-Robert Müller. “Adaptive Methods in BCI Research - An Introductory Tutorial.” In <i>Brain-Computer Interfaces</i>, edited by Bernhard Graimann, Gert Pfurtscheller, and Brendan Allison, 1st ed., 331–55. FRONTCOLL. Berlin, Heidelberg: Springer, 2010. <a href="https://doi.org/10.1007/978-3-642-02091-9_18">https://doi.org/10.1007/978-3-642-02091-9_18</a>. Schlögl A, Vidaurre C, Müller K-R. 2010.Adaptive Methods in BCI Research - An Introductory Tutorial. In: Brain-Computer Interfaces. The Frontiers Collection, , 331–355. Schlögl A, Vidaurre C, Müller K-R. Adaptive Methods in BCI Research - An Introductory Tutorial. In: Graimann B, Pfurtscheller G, Allison B, eds. <i>Brain-Computer Interfaces</i>. 1st ed. FRONTCOLL. Berlin, Heidelberg: Springer; 2010:331-355. doi:<a href="https://doi.org/10.1007/978-3-642-02091-9_18">10.1007/978-3-642-02091-9_18</a> 149832024-02-14T09:56:00Z2024-10-21T06:03:06Z