Improving Time Series Classification Algorithms Using Octave-Convolutional Layers

Samuel Harford, Fazle Karim, Houshang Darabi

Deep learning models utilizing convolution layers have achieved state-of-the-art performance on univariate time series classification tasks. In this work, we propose improving CNN…