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Computing the Integrated Information of a Quantum Mechanism

Originally conceived as a theory of consciousness, integrated information theory (IIT) provides a theoretical framework intended to characterize the compositional causal information that a system, in its current state, specifies about itself. However, it remains to be determined whether IIT as a the...

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Autores principales: Albantakis, Larissa, Prentner, Robert, Durham, Ian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10047696/
https://www.ncbi.nlm.nih.gov/pubmed/36981337
http://dx.doi.org/10.3390/e25030449
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author Albantakis, Larissa
Prentner, Robert
Durham, Ian
author_facet Albantakis, Larissa
Prentner, Robert
Durham, Ian
author_sort Albantakis, Larissa
collection PubMed
description Originally conceived as a theory of consciousness, integrated information theory (IIT) provides a theoretical framework intended to characterize the compositional causal information that a system, in its current state, specifies about itself. However, it remains to be determined whether IIT as a theory of consciousness is compatible with quantum mechanics as a theory of microphysics. Here, we present an extension of IIT’s latest formalism to evaluate the mechanism integrated information ([Formula: see text]) of a system subset to discrete, finite-dimensional quantum systems (e.g., quantum logic gates). To that end, we translate a recently developed, unique measure of intrinsic information into a density matrix formulation and extend the notion of conditional independence to accommodate quantum entanglement. The compositional nature of the IIT analysis might shed some light on the internal structure of composite quantum states and operators that cannot be obtained using standard information-theoretical analysis. Finally, our results should inform theoretical arguments about the link between consciousness, causation, and physics from the classical to the quantum.
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spelling pubmed-100476962023-03-29 Computing the Integrated Information of a Quantum Mechanism Albantakis, Larissa Prentner, Robert Durham, Ian Entropy (Basel) Article Originally conceived as a theory of consciousness, integrated information theory (IIT) provides a theoretical framework intended to characterize the compositional causal information that a system, in its current state, specifies about itself. However, it remains to be determined whether IIT as a theory of consciousness is compatible with quantum mechanics as a theory of microphysics. Here, we present an extension of IIT’s latest formalism to evaluate the mechanism integrated information ([Formula: see text]) of a system subset to discrete, finite-dimensional quantum systems (e.g., quantum logic gates). To that end, we translate a recently developed, unique measure of intrinsic information into a density matrix formulation and extend the notion of conditional independence to accommodate quantum entanglement. The compositional nature of the IIT analysis might shed some light on the internal structure of composite quantum states and operators that cannot be obtained using standard information-theoretical analysis. Finally, our results should inform theoretical arguments about the link between consciousness, causation, and physics from the classical to the quantum. MDPI 2023-03-03 /pmc/articles/PMC10047696/ /pubmed/36981337 http://dx.doi.org/10.3390/e25030449 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Albantakis, Larissa
Prentner, Robert
Durham, Ian
Computing the Integrated Information of a Quantum Mechanism
title Computing the Integrated Information of a Quantum Mechanism
title_full Computing the Integrated Information of a Quantum Mechanism
title_fullStr Computing the Integrated Information of a Quantum Mechanism
title_full_unstemmed Computing the Integrated Information of a Quantum Mechanism
title_short Computing the Integrated Information of a Quantum Mechanism
title_sort computing the integrated information of a quantum mechanism
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10047696/
https://www.ncbi.nlm.nih.gov/pubmed/36981337
http://dx.doi.org/10.3390/e25030449
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