Vibration signals are generally utilized for machinery fault diagnosis to perform timely maintenance and then reduce losses. Thus, the feature extraction on one-dimensional vibration signals often ...

convolutional_autoencoder.py shows an example of a CAE for the MNIST dataset. The structure of this conv autoencoder is shown below: The encoding part has 2 convolution layers (each followed by a ...

When the one-dimensional EEG signals are mapped to the two-dimensional plane, the new data format can maintain the spatial information between adjacent electrode channels, which is conducive to mining ...