Two layer decomposition of a digit into parts. From the top down the layer 2 feature maps (a) are unpooled into (b) and convolved with the layer 2 filters to produce the reconstruction of layer 1 feature maps (c). These are unpooled into (c) and convolved with (e) to produce (f), colored according to the layer 2 feature that the reconstructed pixel it was reconstructed from.