the hierarchical structure of the visual system is a completely emergent property of the fact that the visual brain is a three dimensional object encoding a 2 d

the hierarchical structure of the visual system is a completely emergent property of the fact that the visual brain is a three dimensional object encoding a 2 dimensional objecr efficiently by maintaining the spatial relation present in the data in the representation until you have finished using it. There's simply nowhere for the computation to go.