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- W2008796857 abstract "This paper presents a link between the well known Common Spatial Pattern (CSP) algorithm and Riemannian geometry in the context of Brain Computer Interface (BCI). It will be shown that CSP spatial filtering and Log variance features extraction can be resumed as a computation of a Riemann distance in the space of covariances matrices. This fact yields to highlight several approximations with respect to the space topology. According to these conclusions, we propose an improvement of classical CSP method." @default.
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- W2008796857 date "2010-10-01" @default.
- W2008796857 modified "2023-10-18" @default.
- W2008796857 title "Common Spatial Pattern revisited by Riemannian geometry" @default.
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- W2008796857 doi "https://doi.org/10.1109/mmsp.2010.5662067" @default.
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