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The paper revises the complex theory in the light of modern infant research, neurosciences and object relation theory. The author takes up Jean Knox's idea to understand complexes as analogies to the internal working models of attachment theory. The author proposes to understand complexes as dissociated sub-networks out of the network structure of the psyche; these sub-networks contain the internal working models, the characteristic affects and unconscious expectation phantasies. With this network model one can try to understand severe defensive organizations in some patients as a pathological organization of different complexes. This is illustrated by a clinical example.