A signal processing interpretation of noise-reduction convolutional neural networks: Toy model

The notebook replicates the results for Section VII of the article "A signal processing interpretation of noise-reduction convolutional neural networks". In which the specific behavior of the filters of a simplified model are verified. An additional experiment tests the robustness of the simple toy model to varying the intensity of the noise in the images.