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Computational and Mathematical Methods in Medicine
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Computational and Mathematical Methods in Medicine
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2020
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Article
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Tab 6
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Research Article
DE-CNN: An Improved Identity Recognition Algorithm Based on the Emotional Electroencephalography
Table 6
Results of identification based on the four EEG bands.
Rank-1
4-7 Hz
8–14 Hz
14–31 Hz
32–40 Hz
4–40 Hz
CNN + LSTM
0.986
0.959
0.997
0.978
0.993
DE-CNN
0.864
0.972
0.998
0.994
0.996