articleTop 1% cited
Real-time vibration-based structural damage detection using one-dimensional convolutional neural networks
Journal of Sound and Vibration · 2016 · Vol. 388 · pp. 154–170
Osama Abdeljaber(Qatar University)Onur Avcı✉(Qatar University)Serkan Kıranyaz(Qatar University)Moncef Gabbouj(Tampere University)Daniel J. Inman(University of Michigan–Ann Arbor)
Structural Health Monitoring TechniquesInfrastructure Maintenance and MonitoringUltrasonics and Acoustic Wave PropagationStructural health monitoringComputer scienceConvolutional neural networkClassifier (UML)Feature extractionFuse (electrical)VibrationComputationArtificial intelligencePattern recognition (psychology)
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1,202
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References
Receptive fields of single neurones in the cat's striate cortex
The Journal of Physiology · 1959 · 4,644 citations
Deep, Big, Simple Neural Nets for Handwritten Digit Recognition
Neural Computation · 2010 · 1,058 citations
Real-Time Patient-Specific ECG Classification by 1-D Convolutional Neural Networks
IEEE Transactions on Biomedical Engineering · 2015 · 1,797 citations
Real-Time Motor Fault Detection by 1-D Convolutional Neural Networks
IEEE Transactions on Industrial Electronics · 2016 · 1,333 citations
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