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Feedback Network With Curriculum Learning for Earthquake Event Classification | IEEE Journals & Magazine | IEEE Xplore

Feedback Network With Curriculum Learning for Earthquake Event Classification


Abstract:

In this letter, we propose an earthquake event classification model utilizing a feedback network and curriculum learning (CL). In particular, we propose the CL method wit...Show More

Abstract:

In this letter, we propose an earthquake event classification model utilizing a feedback network and curriculum learning (CL). In particular, we propose the CL method with a feature concatenation using gated convolution so that CL can be effectively performed in consideration of the feedback structure. We show that the proposed model is effective through comparison experiments with the existing model using the earthquake dataset for Korean Peninsula and the Stanford earthquake dataset.
Published in: IEEE Geoscience and Remote Sensing Letters ( Volume: 19)
Article Sequence Number: 7504505
Date of Publication: 27 July 2021

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