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CSP-Based EEG Analysis on Dissociated Brain Organization for Single-Digit Addition and Multiplication

  • Lihan Wang
  • John Q. Gan
  • Haixian Wang
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 8866)

Abstract

This paper presents results of the common spatial pattern (CSP) based electroencephalogram (EEG) analysis on dissociated brain organization for single-digit addition and multiplication. Alpha band EEG oscillations, which have been corroborated to be modulated by arithmetic strategies, are employed for feature extraction based on CSP. Experimental results have confirmed the dissociation between single-digit addition and multiplication. It is indicated that the dissociation originates from different cortical areas across subjects, such as IPS, parieto-occipital, and fronto-parietal regions.

Keywords

Dissociation Arithmetic strategy Fronto-parietal network EEG analysis Alpha band ERD 

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Copyright information

© Springer International Publishing Switzerland 2014

Authors and Affiliations

  1. 1.Research Center for Learning ScienceSoutheast UniversityNanjingChina
  2. 2.School of Computer Science and Electronic EngineeringUniversity of EssexColchesterUK

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