Fast ConvNets Using Group-wise Brain Damage

Vadim Lebedev, Victor Lempitsky

We revisit the idea of brain damage, i.e. the pruning of the coefficients of a neural network, and suggest how brain damage can be modified and used to speedup convolutional layers…