Learning filter widths of spectral decompositions with wavelets

Haidar Khan, Bulent Yener

Neural Information Processing Systems 

Time series classification using deep neural networks, such as convolutional neural networks (CNN), operate on the spectral decomposition of the time series computed using a preprocessing step.