On the dynamics and adaptivity of mental processes: Relating adaptive dynamical systems and self-modeling network models by mathematical analysis
Jan Treur
Abstract
In this paper, it is addressed by mathematical analysis how network-oriented modeling relates to the dynamical systems perspective on mental processes. It has been mathematically proven that any dynamical system can be modeled as a temporal-causal network model and that any adaptive dynamical system (of any order) can be modeled by a self-modeling network (of the same order).
Topics & Concepts
Computer scienceDynamical systems theoryPerspective (graphical)System dynamicsDynamical system (definition)Artificial intelligencePhysicsQuantum mechanicsCognitive Science and MappingOpinion Dynamics and Social InfluenceCognitive Science and Education Research