THIS ARTICLE is a trial on stablishing some theoretical formalisms for the concepts of self-organizing and complex biological systems, using ideas from Information Theory and Dynamical Systems Theory. As an example the organization of the sleep-wake cycle in babies is studied, applying the methods proposed.