A systematic review of integrated information theory: a perspective from artificial intelligence and the cognitive sciences
Date
2023-02-07
Embargo
Advisor
Coadvisor
Journal Title
Journal ISSN
Volume Title
Publisher
Springer Link
Language
English
Alternative Title
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.
Keywords
IIT, Integrated information, Artificial intelligence, Consciousness, Systematic review, Cognitive systems
Document Type
Journal article
Publisher Version
Dataset
Citation
Enith Guerrero, L., Castillo, L. F., Arango-López, J., & Moreira, F. (2023). A systematic review of integrated information theory: a perspective from artificial intelligence and the cognitive sciences. Neural Computing and Applications, (Published online: 07 february 2023), 1-33. https://doi.org/10.1007/s00521-023-08328-z. Repositório Institucional UPT. http://hdl.handle.net/11328/4680
Identifiers
TID
Designation
Access Type
Restricted Access