This investigation will describe the spatial disorder of one-dimensional Ce
llular Neural Networks (CNN). The steady state solutions of the one-dimensi
onal CNN can be replaced as an iteration map which is one dimensional under
certain parameters. Then, the maps are chaotic and the spatial entropy of
the steady state solutions is a three-dimensional devil-staircase like func
tion.