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A general framework to estimate spatial and spatio-spectral filters for EEG signal classification

  • Published:2013-11 Issue: Volume:119 Page:165-174
  • ISSN:0925-2312
  • Container-title:Neurocomputing
  • language:en
  • Short-container-title:Neurocomputing

Author:

Fattahi Davood,Nasihatkon Behrooz,Boostani Reza

Publisher

Elsevier BV

Subject

Artificial Intelligence,Cognitive Neuroscience,Computer Science Applications

Reference28 articles.

1. Designing optimal spatial filters for single-trial EEG classification in a movement task;Ramoser;IEEE Trans. Rehab. Eng.,1999

2. Blind source separation via generalized eigenvalue decomposition;Parra;J. Mach. Learn. Res.,2003

3. Multiclass common spatial patterns and information theoretic feature extraction;Grosse-Wentrup;IEEE Trans. Biomed. Eng.,2008

4. Regularizing common spatial patterns to improve BCI designs;LOTTE;IEEE Trans. Biomed. Eng.,2011

5. Invariant common spatial patterns;Blankertz,2008

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