Quantum-like cognition and decision making in the light of quantum measurement theory
- URL: http://arxiv.org/abs/2503.05859v1
- Date: Fri, 07 Mar 2025 18:30:44 GMT
- Title: Quantum-like cognition and decision making in the light of quantum measurement theory
- Authors: Miho Fuyama, Andrei Khrennikov, Masanao Ozawa,
- Abstract summary: We characterize the class of quantum measurements that matches the applications of quantum theory to cognition.<n>We highlight the role of it noncommutativity of the state update maps generated by measurement back action''<n>We speculate that distinguishing quantum-like properties of the cognitive effects are the expressions of the latter, or possibly both.
- Score: 0.0
- License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
- Abstract: We characterize the class of quantum measurements that matches the applications of quantum theory to cognition (and decision making) - quantum-like modeling. Projective measurements describe the canonical measurements of the basic observables of quantum physics. However, the combinations of the basic cognitive effects, such as the question order and response replicability effects, cannot be described by projective measurements. We motivate the use of the special class of quantum measurements, namely {\it sharp repeatable non-projective measurements} - ${\cal SR\bar{P}}. $ This class is practically unused in quantum physics. Thus, physics and cognition explore different parts of quantum measurement theory. Quantum-like modeling isn't automatic borrowing of the quantum formalism. Exploring the class ${\cal SR\bar{P}}$ highlights the role of {\it noncommutativity of the state update maps generated by measurement back action.} Thus, ``non-classicality'' in quantum physics as well as quantum-like modeling for cognition is based on two different types of noncommutativity, of operators (observables) and instruments (state update maps): {\it observable-noncommutativity} vs. {\it state update-noncommutativity}. We speculate that distinguishing quantum-like properties of the cognitive effects are the expressions of the latter, or possibly both.
Related papers
- Deriving the Born Rule from a model of the quantum measurement process [0.0]
The quantum mechanics postulate called the Born Rule attributes a probabilistic meaning to a wave function.<n>This paper derives the Born from other quantum principles along with a model of the measurement process.
arXiv Detail & Related papers (2024-08-08T12:10:26Z) - A computational test of quantum contextuality, and even simpler proofs of quantumness [43.25018099464869]
We show that an arbitrary contextuality game can be compiled into an operational "test of contextuality" involving a single quantum device.
Our work can be seen as using cryptography to enforce spatial separation within subsystems of a single quantum device.
arXiv Detail & Related papers (2024-05-10T19:30:23Z) - Quantum data learning for quantum simulations in high-energy physics [55.41644538483948]
We explore the applicability of quantum-data learning to practical problems in high-energy physics.
We make use of ansatz based on quantum convolutional neural networks and numerically show that it is capable of recognizing quantum phases of ground states.
The observation of non-trivial learning properties demonstrated in these benchmarks will motivate further exploration of the quantum-data learning architecture in high-energy physics.
arXiv Detail & Related papers (2023-06-29T18:00:01Z) - A Quantum Theory with Non-collapsing Measurements [0.0]
A collapse-free version of quantum theory is introduced to study the role of the projection postulate.
We assume "passive" measurements that do not update quantum states while measurement outcomes still occur probabilistically.
The resulting quantum-like theory has only one type of dynamics, namely unitary evolution.
arXiv Detail & Related papers (2023-03-23T16:32:29Z) - Quantum Circuit Components for Cognitive Decision-Making [0.12891210250935145]
This paper demonstrates that some non-classical models of human decision-making can be run successfully as circuits on quantum computers.
The claim is not that the human brain uses qubits and quantum circuits explicitly, but that the mathematics shared between quantum cognition and quantum computing motivates the exploration of quantum computers for cognition modeling.
arXiv Detail & Related papers (2023-02-06T18:52:10Z) - Quantum tomography explains quantum mechanics [0.0]
A suggestive notion for what constitutes a quantum detector leads to a logically impeccable definition of measurement.
The various forms of quantum tomography for quantum states, quantum detectors, quantum processes, and quantum instruments are discussed.
The new approach is closer to actual practice than the traditional foundations.
arXiv Detail & Related papers (2021-10-11T14:09:30Z) - Quantum realism: axiomatization and quantification [77.34726150561087]
We build an axiomatization for quantum realism -- a notion of realism compatible with quantum theory.
We explicitly construct some classes of entropic quantifiers that are shown to satisfy almost all of the proposed axioms.
arXiv Detail & Related papers (2021-10-10T18:08:42Z) - Quantum indistinguishability through exchangeable desirable gambles [69.62715388742298]
Two particles are identical if all their intrinsic properties, such as spin and charge, are the same.
Quantum mechanics is seen as a normative and algorithmic theory guiding an agent to assess her subjective beliefs represented as (coherent) sets of gambles.
We show how sets of exchangeable observables (gambles) may be updated after a measurement and discuss the issue of defining entanglement for indistinguishable particle systems.
arXiv Detail & Related papers (2021-05-10T13:11:59Z) - Tossing Quantum Coins and Dice [0.0]
This case is an important example of a quantum procedure because it presents a typical framework employed in quantum information processing and quantum computing.
The emphasis is on the clarification of the difference between quantum and classical conditional probabilities.
arXiv Detail & Related papers (2021-03-31T11:39:56Z) - Do qubits dream of entangled sheep? Quantum measurement without classical output [0.0]
We introduce an entirely quantum notion of measurement, called a sensation, to account for quantum agents that experience the world through quantum sensors.
Sensations eschew probabilities and instead describe a deterministic flow of quantum information.
arXiv Detail & Related papers (2020-08-24T18:00:11Z) - Operational Resource Theory of Imaginarity [48.7576911714538]
We show that quantum states are easier to create and manipulate if they only have real elements.
As an application, we show that imaginarity plays a crucial role for state discrimination.
arXiv Detail & Related papers (2020-07-29T14:03:38Z) - Entropic Uncertainty Relations and the Quantum-to-Classical transition [77.34726150561087]
We aim to shed some light on the quantum-to-classical transition as seen through the analysis of uncertainty relations.
We employ entropic uncertainty relations to show that it is only by the inclusion of imprecision in our model of macroscopic measurements that we can prepare a system with two simultaneously well-defined quantities.
arXiv Detail & Related papers (2020-03-04T14:01:17Z)
This list is automatically generated from the titles and abstracts of the papers in this site.
This site does not guarantee the quality of this site (including all information) and is not responsible for any consequences.