Literature DB >> 21554890

Quantum-like model of brain's functioning: decision making from decoherence.

Masanari Asano1, Masanori Ohya, Yoshiharu Tanaka, Irina Basieva, Andrei Khrennikov.   

Abstract

We present a quantum-like model of decision making in games of the Prisoner's Dilemma type. By this model the brain processes information by using representation of mental states in a complex Hilbert space. Driven by the master equation the mental state of a player, say Alice, approaches an equilibrium point in the space of density matrices (representing mental states). This equilibrium state determines Alice's mixed (i.e., probabilistic) strategy. We use a master equation in which quantum physics describes the process of decoherence as the result of interaction with environment. Thus our model is a model of thinking through decoherence of the initially pure mental state. Decoherence is induced by the interaction with memory and the external mental environment. We study (numerically) the dynamics of quantum entropy of Alice's mental state in the process of decision making. We also consider classical entropy corresponding to Alice's choices. We introduce a measure of Alice's diffidence as the difference between classical and quantum entropies of Alice's mental state. We see that (at least in our model example) diffidence decreases (approaching zero) in the process of decision making. Finally, we discuss the problem of neuronal realization of quantum-like dynamics in the brain; especially roles played by lateral prefrontal cortex or/and orbitofrontal cortex.
Copyright © 2011 Elsevier Ltd. All rights reserved.

Mesh:

Year:  2011        PMID: 21554890     DOI: 10.1016/j.jtbi.2011.04.022

Source DB:  PubMed          Journal:  J Theor Biol        ISSN: 0022-5193            Impact factor:   2.691


  11 in total

1.  A model of epigenetic evolution based on theory of open quantum systems.

Authors:  Masanari Asano; Irina Basieva; Andrei Khrennikov; Masanori Ohya; Yoshiharu Tanaka; Ichiro Yamato
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2.  A model of adaptive decision-making from representation of information environment by quantum fields.

Authors:  F Bagarello; E Haven; A Khrennikov
Journal:  Philos Trans A Math Phys Eng Sci       Date:  2017-11-13       Impact factor: 4.226

3.  Quantum-like dynamics applied to cognition: a consideration of available options.

Authors:  Jan Broekaert; Irina Basieva; Pawel Blasiak; Emmanuel M Pothos
Journal:  Philos Trans A Math Phys Eng Sci       Date:  2017-11-13       Impact factor: 4.226

4.  Quantum-like model for the adaptive dynamics of the genetic regulation of E. coli's metabolism of glucose/lactose.

Authors:  Masanari Asano; Irina Basieva; Andrei Khrennikov; Masanori Ohya; Yoshiharu Tanaka; Ichiro Yamato
Journal:  Syst Synth Biol       Date:  2012-04-11

5.  State Entropy and Differentiation Phenomenon.

Authors:  Masanari Asano; Irina Basieva; Emmanuel M Pothos; Andrei Khrennikov
Journal:  Entropy (Basel)       Date:  2018-05-23       Impact factor: 2.524

6.  Application of Quantum-Markov Open System Models to Human Cognition and Decision.

Authors:  Jerome Busemeyer; Qizi Zhang; S N Balakrishnan; Zheng Wang
Journal:  Entropy (Basel)       Date:  2020-09-04       Impact factor: 2.524

7.  Temporal oscillations in preference strength provide evidence for an open system model of constructed preference.

Authors:  Peter D Kvam; Jerome R Busemeyer; Timothy J Pleskac
Journal:  Sci Rep       Date:  2021-04-14       Impact factor: 4.379

8.  Quantum-like model of unconscious-conscious dynamics.

Authors:  Andrei Khrennikov
Journal:  Front Psychol       Date:  2015-08-03

9.  Quantum stochastic walks on networks for decision-making.

Authors:  Ismael Martínez-Martínez; Eduardo Sánchez-Burillo
Journal:  Sci Rep       Date:  2016-03-31       Impact factor: 4.379

10.  Order-Stability in Complex Biological, Social, and AI-Systems from Quantum Information Theory.

Authors:  Andrei Khrennikov; Noboru Watanabe
Journal:  Entropy (Basel)       Date:  2021-03-16       Impact factor: 2.524

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