A systematic review of integrated information theory: a perspective from artificial intelligence and the cognitive sciences

Date

2023-02-07

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Springer Link
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English

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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

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Journal article

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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

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0941-0643 (Print)
1433-3058 (Electronic)

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