All convolutions in a dense block are ReLU-activated and use batch normalization. Channel-clever concatenation is simply possible if the height and width dimensions of the information keep on being unchanged, so convolutions inside a dense block are all of stride one. Pooling levels are inserted between dense blocks for further more dimensionality