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Estimation of an EEG Highest Predictive Channel for Mental Tasks | ||
| Journal of University of Babylon | ||
| Article 1, Volume 21, Issue 4, 2013, Pages 1263-1269 | ||
| Authors | ||
| Dr. AbdulSattar M. Khidhir; Diaa M. Faris; Shaima Miqdad mohamad Najeeb | ||
| Abstract | ||
| This paper proposed a way for estimating the highest predictive EEG channel for mental tasks (mathematics, relax and character recognition).The energy of un-mixing matrix (W) that is evaluated by applying Fast Independent Component Analysis FASTICA algorithm is used with no further processing. The highest predictive channel that discriminate between mental tasks for the same conditions is obtained. A 100% prediction of the mental task is obtained when using these channels. | ||
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