Earthquake prediction system based on neural network
An earthquake prediction and neural network technology, applied in the field of earthquake prediction system based on neural network, can solve problems such as psychological burden, economic damage, casualties, etc., and achieve the effect of simple operation, strong generalization ability and wide application
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[0022] The content of the present invention is described in more detail below:
[0023] The acquisition devices can be distributed in places where earthquakes are frequent across the country. The acquisition devices contain network modules and seismographs, which can send the collected seismic wave information and location information to the earthquake prediction device through the network.
[0024] The generation of the earthquake prediction device is mainly by constructing a convolutional neural network and training it, and it can be formed after the training is completed. The convolutional neural network includes an input layer, a first convolutional layer, a first sampling layer, a second convolutional layer, a second sampling layer, a fully connected layer, an output layer, and so on. First, a large number of seismic wave information pictures during and without earthquakes are input into the neural network. After a large number of iterations, the neural network reaches co...
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