Deep learning of electromechanical impedance for concrete structural damage identification using 1-D convolutional neural networks

Rectified Linear Units Improve Restricted Boltzmann Machines

Vinod Nair, Geoffrey E. Hinton · International Conference on Machine Learning · 2010 · 13.2K citations

Computing, Computer Science, Computer Vision +16

Pattern Recognition and Machine Learning

Radford M. Neal · Technometrics · 2007 · 4.7K citations

Computing, Computer Engineering, Computer Science +14

Real-Time Motor Fault Detection by 1-D Convolutional Neural Networks

Türker İnce, Serkan Kıranyaz, Levent Eren et al. · IEEE Transactions on Industrial Electronics · 2016 · 1.4K citations

Computing, Computer Science, Mechatronics Engineering +17

A deep convolutional neural network with new training methods for bearing fault diagnosis under noisy environment and different working load

Wěi Zhāng, Chuanhao Li, Gaoliang Peng et al. · Mechanical Systems and Signal Processing · 2017 · 1.3K citations

Computing, Computer Science, Computer Vision +15

Real-time vibration-based structural damage detection using one-dimensional convolutional neural networks

Osama Abdeljaber, Serkan Kıranyaz, Moncef Gabbouj et al. · Journal of Sound and Vibration · 2016 · 1.2K citations

Engineering, Civil Engineering, Mechanical Engineering +14