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

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.

[1]  R. Cleve,et al.  Consequences and limits of nonlocal strategies , 2004 .

[2]  Andrei Khrennikov,et al.  Quantum-like model of cognitive decision making and information processing , 2009, Biosyst..

[3]  Fabio Benatti Quantum Algorithmic Complexities and Entropy , 2009, Open Syst. Inf. Dyn..

[4]  Croson,et al.  The Disjunction Effect and Reason-Based Choice in Games. , 1999, Organizational behavior and human decision processes.

[5]  R. Ingarden,et al.  Information Dynamics and Open Systems: Classical and Quantum Approach , 1997 .

[6]  J. Busemeyer,et al.  A quantum probability explanation for violations of ‘rational’ decision theory , 2009, Proceedings of the Royal Society B: Biological Sciences.

[7]  Masanori Ohya,et al.  Quantum Markov Model for Data from Shafir-Tversky Experiments in Cognitive Psychology , 2009, Open Syst. Inf. Dyn..

[8]  Masanori Ohya,et al.  Quantum-Like Model for Decision Making Process in Two Players Game , 2011 .

[9]  A. Tversky,et al.  The Disjunction Effect in Choice under Uncertainty , 1992 .

[10]  L. J. Savage,et al.  The Foundations of Statistics , 1955 .

[11]  Masanori Ohya,et al.  ON A QUANTUM MODEL OF THE RECOGNITION PROCESS , 2008 .

[12]  Miho Ogawa,et al.  The development of a bioengineered organ germ method , 2007, Nature Methods.

[13]  Riccardo Franco,et al.  The conjunction fallacy and interference effects , 2007, 0708.3948.

[14]  J. Eisert,et al.  Quantum Games and Quantum Strategies , 1998, quant-ph/9806088.

[15]  Stuart R. Hameroff,et al.  QUANTUM COHERENCE IN MICROTUBULES: A NEURAL BASIS FOR EMERGENT CONSCIOUSNESS? 1 , 1994 .

[16]  Daeyeol Lee,et al.  Functional Specialization of the Primate Frontal Cortex during Decision Making , 2007, The Journal of Neuroscience.

[17]  Andrei Khrennikov,et al.  Quantum-like brain: "Interference of minds". , 2006, Bio Systems.

[18]  T. Inada,et al.  Mechanism responsible for glucose–lactose diauxie in Escherichia coli: challenge to the cAMP model , 1996, Genes to cells : devoted to molecular & cellular mechanisms.

[19]  Emmanuel Haven,et al.  Quantum mechanics and violations of the sure-thing principle: The use of probability interference and other concepts , 2009 .

[20]  I. Gilboa,et al.  IS IT ALWAYS RATIONAL TO SATISFY SAVAGE'S AXIOMS? , 2009, Economics and Philosophy.

[21]  Michael Barr,et al.  The Emperor's New Mind , 1989 .

[22]  A. Tversky,et al.  Thinking through uncertainty: Nonconsequential reasoning and choice , 1992, Cognitive Psychology.

[23]  S. Hameroff Quantum computation in brain microtubules? The Penrose-Hameroff 'Orch OR' model of consciousness , 1998 .

[24]  D. Barraclough,et al.  Prefrontal cortex and decision making in a mixed-strategy game , 2004, Nature Neuroscience.

[25]  Andrei Khrennikov,et al.  On the Physical Basis of Theory of “Mental Waves” , 2010 .

[26]  J. Neumann,et al.  Theory of Games and Economic Behavior. , 1945 .

[27]  Masanori Ohya,et al.  ADAPTIVE DYNAMICS AND ITS APPLICATIONS TO CHAOS AND NPC PROBLEM , 2008 .

[28]  Andrei Khrennikov,et al.  Ubiquitous Quantum Structure: From Psychology to Finance , 2010 .

[29]  Andrei Khrennikov,et al.  Mental States Follow Quantum Mechanics During Perception and Cognition of Ambiguous Figures , 2009, Open Syst. Inf. Dyn..

[30]  Pierfrancesco La Mura Projective expected utility: a subjective formulation , 2008, TARK '09.

[31]  James T. Townsend,et al.  Quantum dynamics of human decision-making , 2006 .

[32]  Masanori Ohya,et al.  The problem of quantum-like representation in economy, cognitive science, and genetics , 2009 .

[33]  R. Penrose,et al.  Shadows of the Mind , 1994 .

[34]  Taksu Cheon,et al.  Interference and inequality in quantum decision theory , 2010, 1008.2628.

[35]  Taksu Cheon,et al.  Classical and quantum contents of solvable game theory on Hilbert space , 2006 .