Literature DB >> 33603018

Quantum semantics of text perception.

Ilya A Surov1, E Semenenko1, A V Platonov1, I A Bessmertny1, F Galofaro2, Z Toffano3, A Yu Khrennikov4, A P Alodjants1.   

Abstract

The paper presents quantum model of subjective text perception based on binary cognitive distinctions corresponding to words of natural language. The result of perception is quantum cognitive state represented by vector in the qubit Hilbert space. Complex-valued structure of the quantum state space extends the standard vector-based approach to semantics, allowing to account for subjective dimension of human perception in which the result is constrained, but not fully predetermined by input information. In the case of two distinctions, the perception model generates a two-qubit state, entanglement of which quantifies semantic connection between the corresponding words. This two-distinction perception case is realized in the algorithm for detection and measurement of semantic connectivity between pairs of words. The algorithm is experimentally tested with positive results. The developed approach to cognitive modeling unifies neurophysiological, linguistic, and psychological descriptions in a mathematical and conceptual structure of quantum theory, extending horizons of machine intelligence.

Entities:  

Year:  2021        PMID: 33603018      PMCID: PMC7893056          DOI: 10.1038/s41598-021-83490-9

Source DB:  PubMed          Journal:  Sci Rep        ISSN: 2045-2322            Impact factor:   4.379


  42 in total

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Journal:  Philos Trans A Math Phys Eng Sci       Date:  2016-05-28       Impact factor: 4.226

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Journal:  Phys Life Rev       Date:  2019-10-23       Impact factor: 11.025

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Journal:  Elife       Date:  2017-04-27       Impact factor: 8.140

8.  Towards Better Understanding QBism.

Authors:  Andrei Khrennikov
Journal:  Found Sci       Date:  2017-02-21       Impact factor: 1.238

9.  Spin and Wind Directions II: A Bell State Quantum Model.

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Journal:  Found Sci       Date:  2017-06-24       Impact factor: 1.238

10.  Natural speech reveals the semantic maps that tile human cerebral cortex.

Authors:  Alexander G Huth; Wendy A de Heer; Thomas L Griffiths; Frédéric E Theunissen; Jack L Gallant
Journal:  Nature       Date:  2016-04-28       Impact factor: 49.962

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  4 in total

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Journal:  Entropy (Basel)       Date:  2022-07-31       Impact factor: 2.738

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  4 in total

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