Cognitive Activity of an Individual Under Conditions of Information Influence of Different Modalities: Model and Experimental Research.

IF 2.1 3区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY
Entropy Pub Date : 2025-03-10 DOI:10.3390/e27030287
Alexandr Y Petukhov, Nikita S Morozov, Nikolay V Krasnitskiy, Yury V Petukhov
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引用次数: 0

Abstract

The objective of this study is to develop a mathematical model capable of correctly displaying the dynamics of an individual's cognitive activity under conditions of external information influence of different modalities. The adequacy of the model is verified by comparing the results of numerical analysis and experimental data. The mathematical basis of such a model is the apparatus of self-oscillating quantum mechanics. To describe algorithms for the processes of transmission, processing, and generation of information, the theory of information images/representations is used. Methods. This article provides a brief description of the proposed theory. The cognitive activity of an individual is represented mathematically as a one-dimensional potential hole with finite walls of different sizes. The internal potential barrier in this model can model the boundary between consciousness and subconsciousness. The authors developed a parameterization of the systems under study taking into account the proposed theory. Next, a mathematical model was developed based on the apparatus of self-oscillatory quantum mechanics. The authors formulated an equation that describes the function of the state of an information image in the process of human cognitive activity. Computer modeling of various variations of information impact was carried out. The authors also conducted a specially designed experiment. Conclusions. The authors have identified characteristic patterns of such processes and shown the oscillating nature of changes in the state function of information images and the appearance of characteristic threshold effects. A comparison of the obtained model and experimental data showed the adequacy of the developed tool (the coincidence of the general dynamics and characteristic patterns was shown).

本研究的目的是建立一个数学模型,该模型能够正确显示个人在不同模式的外部信息影响条件下的认知活动动态。通过比较数值分析结果和实验数据,验证该模型的适当性。该模型的数学基础是自振荡量子力学装置。为了描述信息传输、处理和生成过程的算法,使用了信息图像/表示理论。方法。本文简要介绍了所提出的理论。个人的认知活动在数学上表现为一个具有不同大小有限壁的一维势阱。该模型中的内部势垒可以模拟意识和潜意识之间的边界。作者根据所提出的理论,对所研究的系统进行了参数化。接下来,作者在自振荡量子力学装置的基础上建立了一个数学模型。作者制定了一个方程,描述了人类认知活动过程中信息图像状态的功能。对信息影响的各种变化进行了计算机建模。作者还进行了专门设计的实验。结论作者确定了此类过程的特征模式,并展示了信息图像状态函数变化的振荡性质以及特征阈值效应的出现。对所获得的模型和实验数据进行的比较显示了所开发工具的适当性(显示了一般动力学和特征模式的一致性)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Entropy
Entropy PHYSICS, MULTIDISCIPLINARY-
CiteScore
4.90
自引率
11.10%
发文量
1580
审稿时长
21.05 days
期刊介绍: Entropy (ISSN 1099-4300), an international and interdisciplinary journal of entropy and information studies, publishes reviews, regular research papers and short notes. Our aim is to encourage scientists to publish as much as possible their theoretical and experimental details. There is no restriction on the length of the papers. If there are computation and the experiment, the details must be provided so that the results can be reproduced.
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