This is a demo of the complex-valued KAF neural network proposed in this paper: https://arxiv.org/abs/1802.08026
We train the network on the Fashion MNIST dataset, after extracting the frequency components from every image.
The code needs the Autograd library: https://github.com/HIPS/autograd
Code for cloning the Fashion MNIST repository (https://github.com/zalandoresearch/fashion-mnist) is provided in the notebook.
Simply runs the steps in the notebook to (1) load data, (2) define the models, and (3) train it.
For any additional information, please contact me at simone [dot] scardapane [at] uniroma1 [dot] it.