Identification of Near Fault Impulsive Signals with Convolutional Neural Networks

Example of code for training a CNN to classify impulsive signals. The code for training, comprehensive of crossfold validation, is in the nn.py file.

Data

Data can be found here.

Citation

Ertuncay D, De Lorenzo A, Costa G. Identification of Near-Fault Impulsive Signals and Their Initiation and Termination Positions with Convolutional Neural Networks. Geosciences. 2021; 11(9):388. https://doi.org/10.3390/geosciences11090388