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Common spatial pattern

Known as: CSP 
Common spatial pattern (CSP) is a mathematical procedure used in signal processing for separating a multivariate signal into additive subcomponents… Expand
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Papers overview

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Highly Cited
2012
Highly Cited
2012
The common spatial pattern (CSP) algorithm is effective in decoding the spatial patterns of the corresponding neuronal activities… Expand
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2011
2011
Common Spatial Pattern (CSP) is widely used in discriminating two classes of EEG in Brain Computer Interface applications… Expand
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2010
2010
This paper presents a link between the well known Common Spatial Pattern (CSP) algorithm and Riemannian geometry in the context… Expand
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2010
2010
In this paper, we propose a new algorithm for Brain-Computer Interface (BCI): Spatially Regularized Common Spatial Patterns… Expand
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Highly Cited
2009
Highly Cited
2009
Common spatial pattern (CSP) is a popular feature extraction method for electroencephalogram (EEG) classification. Most of… Expand
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2009
2009
The Common Spatial Patterns (CSP) algorithm has been widely used in EEG classification and Brain Computer Interface (BCI). In… Expand
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Highly Cited
2008
Highly Cited
2008
In motor imagery-based brain computer interfaces (BCI), discriminative patterns can be extracted from the electroencephalogram… Expand
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2008
2008
A major challenge in applying machine learning methods to Brain-Computer Interfaces (BCIs) is to overcome the on-line non… Expand
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Highly Cited
2007
Highly Cited
2007
Brain-computer interface (BCI) is a system to translate humans thoughts into commands. For electroencephalography (EEG) based BCI… Expand
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Highly Cited
2006
Highly Cited
2006
We propose a simultaneous spatio-temporal filter optimization algorithm for the single trial ElectroEncephaloGraphy (EEG… Expand
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