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Seismic signal augmentation to improve generalization of deep neural networks

Weiqiang Zhu, S. Mostafa Mousavi, Gregory C. Beroza

2020Advances in geophysics76 citationsDOIOpen Access PDF

Topics & Concepts

GeneralizationDeep learningComputer scienceArtificial neural networkArtificial intelligenceDimension (graph theory)Deep neural networksRange (aeronautics)SIGNAL (programming language)Training setMachine learningData miningEngineeringMathematicsProgramming languageAerospace engineeringMathematical analysisPure mathematicsSeismology and Earthquake StudiesSeismic Imaging and Inversion TechniquesSeismic Waves and Analysis
Seismic signal augmentation to improve generalization of deep neural networks | Litcius