1D Convolutional Seismic Event Classification Method Based on Attention Mechanism and Light Inception Block

Author:

Huang Yong-ming,Xie Yi,Miao Fa-jun,Ma Yong-sheng,Liu Gao-chuan,Zhang Guo-bao,Teng Yun-tian

Publisher

Springer Science and Business Media LLC

Reference34 articles.

1. Bian, Y., 2002, Application of Genetic BP network to discriminating earthquakes and explosions: Acta Seismologica Sinica, 24(5), 516–524.

2. Chen, R., Huang, H. and Chai, H., 2018, Study on the discrimination of seismic waveform signals between earthquake and explosion events by convolutional neural network: Progress in Geophysiscs, 33(4), 1331–1338.

3. Dai, T., Cai, J., Zhang, Y., et al., 2019, Second-Order Attention Network for Single Image Super-Resolution, 11057–11066.

4. Duan, G., 2021, Research on identification of natural earthquake and artificial blasting based on convolutional neural network: Progress in Geophysiscs, 36(4), 1379–1385.

5. Elsayed, H. S., Saad, O. M., Soliman, M. S., et al., 2022, Attention-Based Fully Convolutional DenseNet for Earthquake Detection: Ieee Transactions on Geoscience and Remote Sensing, 60.

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