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AlexNet-based blasting classifier flow chart

 
2024, 46(6): 1002-1013.
A convolutional neural network-based model for identifying earthquakes and blasting:Preliminary application in Guangdong region .

Figures of the Article

  • AlexNet-based blasting classifier flow chart
  • Spatial distribution of events uesd in this paper and seismic stations in Guangdong
  • Examples of effective waveforms for earthquake (a) and blasting (b)
  • The architecture of the proposed convolutional neural network
  • Validation accuracies verus ratios of training and validation (a) and validation accuracies verus training sizes of natural earthquakes (b)
  • Training performance of convolutional neural network of AlexNet
  • Sponsored by: Seismological Society of China, Institute of Geophysics of China Earthquake Administration Governed by: China Association for Science and Technology (CAST)
  • Address: Editorial Office of Acta Seismologica Sinica, 5 Minzu University South Road, Haidian District, Beijing 100081
  • Tel: 010-68729330  Email: dzxb79@126.com dzxb@cea-igp.ac.cn
  • 京ICP备14049216号-2

Supported by: Beijing Renhe Information Technology Co., Ltd.   

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