Single Layer Recurrent Neural Network for detection of local swarm-like earthquakes—the application

• Published in: Geophysical Journal International
• Main Authors: Doubravová, Jana, Horálek, Josef
• Other Authors: Grant Agency of the Czech Republic, European Paediatric Orthopaedic Society
• Format: Article in Journal/Newspaper
• Language: English
• Published: Oxford University Press (OUP) 2019
• Subjects: Geochemistry and Petrology; Geophysics; Reykjanes; Iceland
• Online Access: http://dx.doi.org/10.1093/gji/ggz321; http://academic.oup.com/gji/advance-article-pdf/doi/10.1093/gji/ggz321/28936440/ggz321.pdf; http://academic.oup.com/gji/article-pdf/219/1/672/29149344/ggz321.pdf

SUMMARY We present results of applying a local event detector based on artificial neural networks (ANNs) to two seismically active regions. The concept of ANNs enables us to recognize earthquake-like signals in seismograms because well-trained neural networks are characterized by the ability to gene...