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Building upon the findings presented in the first three papers of thisseries, we formulate an effective field theory for interacting collectivestates. These states consist of a large number of interconnected neurons andare distinguished by their intrinsic activity. The field theory encompasses aninfinite set of fields, each of which characterizes the dynamics of a specifictype of collective state. Interaction terms within the theory drive transitionsbetween various collective states, allowing us to describe processes such asactivation, association, and deactivation of these states.

Statistical Field Theory and Neural Structures Dynamics IV: Field-Theoretic Formalism for Interacting Collective States