Bendegúz Sulyok

Robustness in sparse artificial neural networks trained with adaptive topology

We investigate the robustness of sparse artificial neural networks trained with adaptive topology. We focus on a simple yet effective architecture consisting of three sparse layers with 99% sparsity followed by a dense layer, applied to image classification tasks such as MNIST an...