Regular spaces versus computing with chaos.

Presents an attempt to provide a faithful mapping from distal shape space to proximal state space in terms of a higher order relationship defined over proximal similarity space stumbles on the context sensitivity of higher order relationships. What involves the mathematical properties of isomorphism; Relevance of surplus structural information.