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In this repository, the CSP algorithm was applied to classify the imagination of foot movement and mental subtraction tasks.

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sinahsnn/EEG-Data-Classification-using-Common-Spatial-Pattern-CSP-method

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EEG-Data-Classification-using-Common-Spatial-Pattern-CSP-method

In this repository, the CSP algorithm was applied to classify the imagination of foot movement and mental subtraction tasks:

  • using the training data, CSP filters were calculated( using the Rayleigh quotient maximization method)
  • topo plots for the first and last obtained filters were plotted.
  • using SVM, the classification task was done.

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In this repository, the CSP algorithm was applied to classify the imagination of foot movement and mental subtraction tasks.

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