Research Article
Feature Extraction of EEG Signal upon BCI Systems Based on Steady-State Visual Evoked Potentials Using the Ant Colony Optimization Algorithm
| USR | O1O2 | O1O2 | O1ACO | O1ACO | O2 ACO | O2 ACO | ORIGINAL | EXTRACT | ORIGINAL | EXTRACT | ORIGINAL | EXTRACT |
| A001 | 0.65275 | 0.64599 | 0.75899 | 0.75391 | 0.88779 | 0.88507 | A002 | 0.25834 | 0.25506 | 0.60584 | 0.60343 | 0.53443 | 0.53015 | A003 | 0.41599 | 0.41223 | 0.60876 | 0.6058 | 0.75087 | 0.74864 | A004 | 0.39095 | 0.38796 | 0.47605 | 0.47328 | 0.8953 | 0.89389 | A005 | 0.35604 | 0.35225 | 0.66601 | 0.66341 | 0.57413 | 0.56765 | A006 | 0.40944 | 0.40562 | 0.73551 | 0.73328 | 0.627 | 0.62342 | A007 | 0.48767 | 0.48454 | 0.74114 | 0.7392 | 0.69802 | 0.69534 | A008 | 0.97218 | 0.97113 | 0.97218 | 0.97113 | 0.56166 | 0.53865 | A009 | 0.97932 | 0.97543 | 0.9797 | 0.97589 | 0.99571 | 0.99511 | A010 | 0.98365 | 0.98232 | 0.97366 | 0.97152 | 0.97501 | 0.973 | A011 | 0.38596 | 0.3816 | 0.70025 | 0.69753 | 0.62466 | 0.62172 | A012 | 0.9068 | 0.90512 | 0.17832 | 0.18623 | 0.23504 | 0.24062 | A013 | 0.62089 | 0.61857 | 0.80176 | 0.80034 | 0.76475 | 0.76228 | A014 | 0.55065 | 0.54694 | 0.80358 | 0.80159 | 0.71116 | 0.70751 | A015 | 0.68614 | 0.68214 | 0.82285 | 0.82033 | 0.83757 | 0.83452 | A016 | 0.91164 | 0.90966 | 0.9582 | 0.95722 | 0.94837 | 0.94699 | A017 | 0.81977 | 0.81738 | 0.9228 | 0.92169 | 0.88674 | 0.88483 | A018 | 0.94852 | 0.947 | 0.98148 | 0.98091 | 0.96487 | 0.96364 | A019 | 0.79789 | 0.7935 | 0.89979 | 0.89741 | 0.86434 | 0.85981 | A021 | 0.50396 | 0.50081 | 0.73624 | 0.7342 | 0.70659 | 0.70329 | A022 | 0.90516 | 0.90358 | 0.90516 | 0.64055 | 0.64671 | 0.64055 | A023 | 0.73834 | 0.73378 | 0.95915 | 0.95833 | 0.76874 | 0.76502 | A024 | 0.53992 | 0.53509 | 0.78506 | 0.78224 | 0.66021 | 0.6516 | A025 | 0.77073 | 0.75807 | 0.89839 | 0.89247 | 0.81629 | 0.80984 | A026 | 0.04135 | 0.035098 | 0.42813 | 0.42234 | 0.31358 | 0.30386 | A027 | 0.93049 | 0.92726 | 0.97826 | 0.97722 | 0.95103 | 0.94875 | A028 | 0.31401 | 0.30947 | 0.66291 | 0.65989 | 0.59055 | 0.5851 | A029 | 0.41971 | 0.41529 | 0.73451 | 0.73181 | 0.57841 | 0.56956 | A030 | 0.009597 | 0.014805 | 0.66377 | 0.66023 | 0.15246 | 0.61731 |
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