Dynamical systems model of development of the action differentiation in early infancy: a requisite of physical agency.

IF 1.7 4区 工程技术 Q3 COMPUTER SCIENCE, CYBERNETICS
Biological Cybernetics Pub Date : 2023-04-01 Epub Date: 2023-01-19 DOI:10.1007/s00422-023-00955-y
Ryo Fujihira, Gentaro Taga
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引用次数: 0

Abstract

Young infants are sensitive to whether their body movements cause subsequent events or not during the interaction with the environment. This ability has been revealed by empirical studies on the reinforcement of limb movements when a string is attached between an infant limb and a mobile toy suspended overhead. A previous study reproduced the experimental observation by modeling both the infant's limb and a mobile toy as a system of coupled oscillators. The authors then argued that emergence of agency could be explained by a phase transition in the dynamical system: from a weakly coupled state to a state where the both movements of the limb and the toy are highly coordinated. However, what remains unexplained is the following experimental observation: When the limb is connected to the mobile toy by a string, the infant increases the average velocity of the arm's movement. On the other hand, when the toy is controlled externally, the average arm's velocity is greatly reduced. Since young infants produce exuberant spontaneous movements even with no external stimuli, the inhibition of motor action to suppress the formation of spurious action-perception coupling should be also a crucial sign for the emergence of agency. Thus, we present a dynamical system model for the development of action differentiation, to move or not to move, in the mobile task. In addition to the pair of limb and mobile oscillators for providing positive feedback for reinforcement in the previous model, bifurcation dynamics are incorporated to enhance or inhibit self-movements in response to detecting contingencies between the limb and mobile movements. The results from computer simulations reproduce experimental observations on the developmental emergence of action differentiation between 2 and 3 months of age in the form of a bifurcation diagram. We infer that the emergence of physical agency entails young infants' ability not only to enhance a specific action-perception coupling, but also to decouple it and create a new mode of action-perception coupling based on the internal state dynamics with contingency detection between self-generated actions and environmental events.

Abstract Image

婴儿早期动作分化发展的动力系统模型:身体代理的必要条件。
在与环境互动的过程中,幼儿对自己的肢体动作是否会引起后续事件十分敏感。关于在婴儿肢体和悬挂在头顶上的移动玩具之间连接一根绳子时肢体运动的强化的实证研究揭示了这种能力。之前的一项研究通过将婴儿的肢体和移动玩具建模为一个耦合振荡器系统,再现了实验观察结果。作者认为,代理的出现可以用动力系统的相变来解释:从弱耦合状态到肢体和玩具运动高度协调的状态。然而,以下实验观察结果仍无法解释这一现象:当肢体用绳子与移动玩具连接时,婴儿会增加手臂运动的平均速度。另一方面,当玩具由外部控制时,手臂的平均速度则大大降低。由于幼儿即使在没有外部刺激的情况下也会产生旺盛的自发运动,因此抑制运动动作以抑制虚假的动作-感知耦合的形成也应该是代理出现的一个重要标志。因此,我们提出了一个动态系统模型,用于分析移动任务中动作分化(动或不动)的发展过程。除了前一个模型中用于提供正反馈强化的一对肢体和移动振荡器外,我们还加入了分叉动力学,以根据检测到的肢体和移动之间的或然性来增强或抑制自我移动。计算机模拟的结果以分岔图的形式再现了实验观察到的 2 到 3 个月大时出现的动作分化。我们推断,肢体代理的出现意味着幼婴不仅有能力增强特定的动作-感知耦合,而且有能力将其解耦,并在内部状态动态的基础上创建一种新的动作-感知耦合模式,同时检测自我产生的动作与环境事件之间的或然性。
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
Biological Cybernetics
Biological Cybernetics 工程技术-计算机:控制论
CiteScore
3.50
自引率
5.30%
发文量
38
审稿时长
6-12 weeks
期刊介绍: Biological Cybernetics is an interdisciplinary medium for theoretical and application-oriented aspects of information processing in organisms, including sensory, motor, cognitive, and ecological phenomena. Topics covered include: mathematical modeling of biological systems; computational, theoretical or engineering studies with relevance for understanding biological information processing; and artificial implementation of biological information processing and self-organizing principles. Under the main aspects of performance and function of systems, emphasis is laid on communication between life sciences and technical/theoretical disciplines.
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