One-Dimensional Convolutional Neural Networks Application (1D-CNN App)

This documentation provides all necessary information regarding the One-Dimensional Convolutional Neural Networks (1D CNNs) application we have developed and used in below publications:

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

Wireless and real-time structural damage detection: A novel decentralized method for wireless sensor networks.

1-D CNNs for structural damage detection: Verification on a structural health monitoring benchmark data.

Real-Time Patient-Specific ECG Classification by 1-D Convolutional Neural Networks.