A systematic review of integrated information theory: a perspective from artificial intelligence and the cognitive sciences
Luz Enith Guerrero, L. F. Castillo, Jeferson Arango-López, Fernando Moreira
Neural computing & applications February 7, 2023 DOI: 10.1007/s00521-023-08328-z (opens in new tab)
Study at a glance
AI-extracted from the abstract| Characteristics | Systematic review Peer reviewed |
|---|---|
| Key findings | Few studies integrate artificial intelligence and cognitive science with Integrated Information Theory, and a systematic review of the literature is highly pertinent. |
Abstract
The study of consciousness has gained momentum in recent years by the scientific community. In this same sense, the relationship between cognitive sciences and artificial intelligence presents a fundamental theoretical framework in the study of integrated information theory (IIT) as a theory that makes its way into the knowledge of consciousness. However, there are few studies that integrate these topics and a systematic review of the literature is highly pertinent. This paper seeks to identify methods, methodologies or computational solutions using artificial intelligence and cognitive science fundamentals that can provide some kind of solution to the challenges posed by IIT.