基于时空注意力机制的轻量级脑纹识别算法
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方芳,严军,郭红想,王勇
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Lightweight brainprint recognition algorithm based on spatio-temporal attention mechanism
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Fang FANG,Jun YAN,Hongxiang GUO,Yong WANG
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| 表 3 不同数据集在不同参数下的测试准确率 |
| Tab.3 Test accuracy of different dataset with different parameter |
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| 数据集 | slot/s | N | (ACC±std)/% | (EER±std)/% | Np/106 | | Physionet-EO | 2 | 3 8 16 64 | 90.60±2.50 96.47±1.45 98.70±0.73 99.45±0.15 | 0.179±0.091 0.014±0.010 0.002±0.008 0.000±0.001 | 0.29 0.29 0.30 0.33 | | Physionet-EC | 2 | 3 8 16 64 | 90.16±2.49 96.74±1.63 97.53±1.06 99.01±0.30 | 0.137±0.070 0.011±0.010 0.003±0.009 0.000±0.001 | 0.29 0.29 0.30 0.33 | | DEAP | 10 | 5 32 | 99.98±0.06 100.00±0.00 | 0.000±0.000 0.000±0.000 | 0.28 0.29 |
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