A high performance single-structure image compression neural network

A new single-structure image compression neural network is described. We find that the new network, based on a new normalization scheme, consistently outperforms other presently available single-structure networks and has a performance similar to that obtained with much more complicated multiple-structure neural networks and hierarchical neural networks.