WaveletNet: Logarithmic Scale Efficient Convolutional Neural Networks for Edge Devices

Li Jing, Rumen Dangovski, Marin Soljacic

We present a logarithmic-scale efficient convolutional neural network architecture for edge devices, named WaveletNet. Our model is based on the well-known depthwise convolution, a…