Should You Go Deeper? Optimizing Convolutional Neural Network Architectures without Training by Receptive Field Analysis

Mats L. Richter, Julius Schöning, Anna Wiedenroth +1

When optimizing convolutional neural networks (CNN) for a specific image-based task, specialists commonly overshoot the number of convolutional layers in their designs. By implicat…