A Cognitive Architecture Based on Dual Process Theory
نویسندگان
چکیده
This paper proposes a cognitive architecture based on Kahneman’s dual process theory [1]. The long-term memory is modeled as a transparent neural network that develops autonomously by interacting with the environment. The working memory is modeled as a buffer containing nodes of the long-term memory. Computations are defined as processes in which working memory content is transformed according to rules that are stored in the long-term memory. In this architecture, symbolic and subsymbolic reasoning steps can be combined and resourcebounded computations can be defined ranging from formal proofs to association chains.
منابع مشابه
The Life Giving Properties in the Structure of the Ganjali-Khan Square in Kerman based on Alexander’s Theory of Order
In studying the case studies of traditional architectures according to Christopher Alexander’s theory about “the nature of order” and the fifteen fundamental properties introduced, it is important to note that the ontology of the theory is based on human’s indigenous feeling about architecture, which subsequently implies these kind of studies to be based on people’s cognitive images induced fro...
متن کاملA Dual Process Architecture for Ontology-based Systems
In this work we present an ontology-based system equipped with a hybrid architecture for the representation of conceptual information. The proposed system aims at extending the representational and reasoning capabilities of classical ontology-based systems towards more realistic and cognitively grounded scenarios, such as those envisioned by the prototype theory. The resulting system attempts t...
متن کاملThe Roots of Trust: Cognition Beyond Rational
Trust is not simply the result of rational cognition but relies on rational and “beyond rational” cognition. The concept of trust is discussed in terms of its biological, Maslow, and cognitive roots. The cognitive roots rely on the Dual Process Theory, i.e. that there are two types of cognition sometimes called rational and non-rational. Therefore, the roots of trust need a cognitive architectu...
متن کاملArtwork creation by a cognitive architecture integrating computational creativity and dual process approaches
The paper proposes a novel cognitive architecture (CA) for computational creativity based on the Psi model and on the mechanisms inspired by dual process theories of reasoning and rationality. In recent years, many cognitive models have focused on dual process theories to better describe and implement complex cognitive skills in artificial agents, but creativity has been approached only at a de...
متن کامل