Towards Principled Design of Deep Convolutional Networks: Introducing SimpNet

Seyyed Hossein Hasanpour, Mohammad Rouhani, Mohsen Fayyaz +2

Major winning Convolutional Neural Networks (CNNs), such as VGGNet, ResNet, DenseNet, \etc, include tens to hundreds of millions of parameters, which impose considerable computatio…