Rethinking Layer-wise Feature Amounts in Convolutional Neural Network Architectures

Martin Mundt, Sagnik Majumder, Tobias Weis +1

We characterize convolutional neural networks with respect to the relative amount of features per layer. Using a skew normal distribution as a parametrized framework, we investigat…