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The role of expectancy in Pavlovian conditioning. 期望在巴甫洛夫条件反射中的作用。
IF 5.1 1区 心理学 Q1 PSYCHOLOGY Pub Date : 2024-12-12 DOI: 10.1037/rev0000516
Peter F Lovibond, R Frederick Westbrook

A review of Pavlovian conditioning in animals and humans reveals a critical role for expectancy in the learning of an association between a conditioned stimulus (CS) and an unconditioned stimulus (US), as well as in the expression of this association in a conditioned response (CR). The automatic and involuntary nature of CRs has traditionally been explained in terms of the formation of excitatory or inhibitory links between representations of the CS and US. However, this view has difficulty accounting for the variety of CRs that are observed, some qualitatively different from those elicited by the US, depending on the imminence of the predicted US and the nature of the CS. Furthermore, in humans, the same anticipatory responses are seen when the CS-US relationship is instructed rather than experienced and when the imminent occurrence of the US is directly instructed, without a mediating CS. These findings suggest an alternative explanation in which CRs are anticipatory responses elicited automatically by a specific state of expectancy of the US. The similarity between Pavlovian conditioning in animals and humans in turn suggests a continuity of core mechanisms for learning and performance. We conclude that research and theory in Pavlovian conditioning should go beyond the search for direct CS-US connections and seek to understand the mechanisms that underlie CS-US contingency knowledge, expectancy states, and the generation of anticipatory responses. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

对动物和人类的巴甫洛夫条件反射的回顾揭示了期望在学习条件刺激(CS)和非条件刺激(US)之间的关联以及在条件反应(CR)中这种关联的表达中的关键作用。CRs的自动和非自愿性质传统上被解释为在CS和US表征之间形成兴奋性或抑制性联系。然而,这种观点很难解释观察到的各种cr,其中一些在质量上与美国引起的cr不同,这取决于预测的美国的迫近性和CS的性质。此外,在人类中,当CS-US关系被指示而不是经历时,当即将发生的US被直接指示而没有中介CS时,可以看到相同的预期反应。这些发现提出了另一种解释,即cr是由美国的特定预期状态自动引起的预期反应。动物和人类的巴甫洛夫条件反射之间的相似性反过来表明,学习和表现的核心机制具有连续性。我们的结论是,巴甫洛夫条件反射的研究和理论应该超越对CS-US直接联系的研究,并寻求理解CS-US权变知识、期望状态和预期反应产生的机制。(PsycInfo Database Record (c) 2024 APA,版权所有)。
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引用次数: 0
A spiking neural model of decision making and the speed-accuracy trade-off. 决策的尖峰神经模型与速度-精度权衡。
IF 5.1 1区 心理学 Q1 PSYCHOLOGY Pub Date : 2024-12-12 DOI: 10.1037/rev0000520
Peter Duggins, Chris Eliasmith

The speed-accuracy trade-off (SAT) is the tendency for fast decisions to come at the expense of accurate performance. Evidence accumulation models such as the drift diffusion model can reproduce a variety of behavioral data related to the SAT, and their parameters have been linked to neural activities in the brain. However, our understanding of how biological neural networks realize the associated cognitive operations remains incomplete, limiting our ability to unify neurological and computational accounts of the SAT. We address this gap by developing and analyzing a biologically plausible spiking neural network that extends the drift diffusion approach. We apply our model to both perceptual and nonperceptual tasks, investigate several contextual manipulations, and validate model performance using neural and behavioral data. Behaviorally, we find that our model (a) reproduces individual response time distributions; (b) generalizes across experimental contexts, including the number of choice alternatives, speed- or accuracy-emphasis, and task difficulty; and (c) predicts accuracy data, despite being fit only to response time data. Neurally, we show that our model (a) recreates observed patterns of spiking neural activity and (b) captures age-related deficits that are consistent with the behavioral data. More broadly, our model exhibits the SAT across a variety of tasks and contexts and explains how individual differences in speed and accuracy arise from synaptic weights within a spiking neural network. Our work showcases a method for translating mathematical models into functional neural networks and demonstrates that simulating such networks permits analyses and predictions that are outside the scope of purely mathematical models. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

速度-准确性权衡(SAT)是指快速决策以牺牲准确性为代价的趋势。漂移扩散模型等证据积累模型可以重现与 SAT 相关的各种行为数据,其参数也与大脑神经活动相关联。然而,我们对生物神经网络如何实现相关认知操作的理解仍不完整,这限制了我们将 SAT 的神经和计算描述统一起来的能力。为了弥补这一缺陷,我们开发并分析了一种生物学上可信的尖峰神经网络,并对漂移扩散方法进行了扩展。我们将模型应用于知觉和非知觉任务,研究了几种情境操作,并利用神经和行为数据验证了模型的性能。在行为学上,我们发现我们的模型(a)再现了个体的反应时间分布;(b)在不同的实验情境下具有普遍性,包括选择替代方案的数量、速度或准确性强调以及任务难度;以及(c)尽管仅拟合了反应时间数据,但仍能预测准确性数据。在神经方面,我们证明了我们的模型(a)再现了观察到的尖峰神经活动模式;(b)捕捉到了与年龄相关的缺陷,这些缺陷与行为数据是一致的。更广泛地说,我们的模型在各种任务和情境中都表现出了 SAT,并解释了速度和准确性方面的个体差异是如何通过尖峰神经网络中的突触权重产生的。我们的工作展示了一种将数学模型转化为功能神经网络的方法,并证明模拟这种网络可以进行纯粹数学模型范围之外的分析和预测。(PsycInfo Database Record (c) 2024 APA, 版权所有)。
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引用次数: 0
Object substitution pretense reflects a general capacity to interpret objects as symbols. 对象替代假装反映了将对象解释为符号的一般能力。
IF 5.1 1区 心理学 Q1 PSYCHOLOGY Pub Date : 2024-12-12 DOI: 10.1037/rev0000523
Barbu Revencu

Nonlinguistic external representations, such as diagrams, animations, or puppet shows, involve local relations between a perceptually available object (a symbol) and an entity that is relevant in the current communicative context (a discourse referent). By analyzing the empirical evidence on early pretend play, I argue that object substitution pretense can be fully accounted for if it is conceived of as a subspecies of external representation. This implies that the capacity to interpret objects as symbols emerges early and reliably in human ontogeny. I discuss several accounts of pretend play and related phenomena and argue that the current proposal provides a better and more general account of early symbolic understanding than alternative views. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

非语言外部表征,如图表、动画或木偶戏,涉及一个可感知的对象(符号)和一个与当前交际语境相关的实体(话语所指)之间的局部关系。通过分析早期假装游戏的经验证据,我认为,如果把物体替换假装游戏看作是外部表征的一个亚种,那么它就可以得到充分的解释。这意味着,将物体解释为符号的能力在人类本体发育过程中很早就出现了,而且是可靠的。我讨论了关于假装游戏和相关现象的几种说法,并认为与其他观点相比,目前的建议对早期符号理解提供了更好、更普遍的解释。(PsycInfo Database Record (c) 2024 APA, 版权所有)。
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引用次数: 0
The development of kind concepts: Insights from object individuation. 种类概念的发展:物体个体化的启示
IF 5.1 1区 心理学 Q1 PSYCHOLOGY Pub Date : 2024-12-12 DOI: 10.1037/rev0000527
Jenna Croteau, Erik Cheries, Fei Xu

Object individuation studies have been a valuable tool in understanding the development of kind concepts. In this article, we review evidence from object individuation paradigms to argue that by their first birthday, infants represent at least three superordinate-level sortal kinds: OBJECT, ANIMATE, and AGENT (possibly also ARTIFACT). These superordinate sortal-kind concepts share key characteristics of adult kind concepts, such as prioritizing causal properties and having inductive potential. We then discuss the implications of this body of research. First, we discuss how the early development of these sortal-kind concepts (i.e., OBJECT, ANIMATE, and AGENT) relate to the two major theories of concepts: core knowledge and psychological essentialism. Second, we suggest that superordinate kind concepts set the stage for later development of basic-level kind concepts and present evidence that human communication, either in the form of language or pedagogical demonstration, plays a key role in constructing basic-level kinds. Third, we compare feature-based versus kind-based object individuation studies and put forth the hypothesis that they may reflect two modes of construal theory. Last, we discuss several open theoretical and empirical questions about sortal-kind concepts and suggest directions for future research. Overall, our review underscores the importance of object individuation methods as a powerful research tool for investigating the development of kind concepts, mechanisms of learning, and the relationship between language and thoughts. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

对象个性化研究是理解类概念发展的一个有价值的工具。在这篇文章中,我们回顾了来自对象个性化范式的证据,认为到他们的第一个生日,婴儿至少代表了三种高级的分类类型:object, ANIMATE和AGENT(也可能是ARTIFACT)。这些高级种类概念具有成人种类概念的关键特征,如优先考虑因果性质和具有归纳潜力。然后我们讨论这一研究的意义。首先,我们讨论了这些类型概念(即,OBJECT, ANIMATE和AGENT)的早期发展如何与两个主要的概念理论:核心知识和心理本质论相关。其次,我们认为上级类概念为基础类概念的后期发展奠定了基础,并提供证据表明,无论是以语言形式还是教学示范形式,人类交流在基础类概念的构建中起着关键作用。第三,我们比较了基于特征和基于种类的对象个性化研究,并提出了它们可能反映两种解释理论模式的假设。最后,我们讨论了关于排序类概念的几个开放的理论和实证问题,并提出了未来的研究方向。总的来说,我们的综述强调了对象个性化方法作为一种强有力的研究工具的重要性,它可以研究种类概念的发展、学习机制以及语言和思想之间的关系。(PsycInfo Database Record (c) 2024 APA,版权所有)。
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引用次数: 0
Illusory traits: Wrong but sometimes useful. 虚幻的特征:错误但有时有用。
IF 5.1 1区 心理学 Q1 PSYCHOLOGY Pub Date : 2024-12-12 DOI: 10.1037/rev0000522
Drew H Bailey, Nicolas Hübner, Steffen Zitzmann, Martin Hecht, Kou Murayama

Psychological measures frequently show trait-like properties, and the ontological status of stable psychological traits has been discussed for decades. We argue that these properties can emerge from causal dynamics of time-varying processes, which are omitted from the analysis model, potentially leading to the estimation of traits that are, at least in part, illusory. Theories positing the importance of a large set of dynamic psychological causes across development are consistent with the existence of illusory traits. We show via simulation that even a linear system with many processes can generate a covariance matrix with trait-like properties. We then attempt to examine how illusory traits affect our conclusions drawn from a common statistical model, which assumes stable traits to analyze longitudinal panel data-a random-intercept cross-lagged panel model (RI-CLPM). We find that the RI-CLPM sometimes falsely detects the existence of traits in the presence of omitted processes, even when the data-generating model does not include any traits. However, in this scenario, the RI-CLPM estimates less causally biased autoregressive and cross-lagged effects than an analysis model, which does not assume traits (i.e., the cross-lagged panel model). The results indicate that the detection of trait variance should not be inferred as strong evidence for the existence of time-invariant trait causes. On the other hand, even when traits are illusory, statistical models assuming stable traits may sometimes be useful for causal inference. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

心理测量经常表现出类似特征的性质,稳定心理特征的本体论地位已经讨论了几十年。我们认为,这些特性可以从时变过程的因果动力学中出现,这在分析模型中被省略,可能导致对至少部分是虚幻的特征的估计。假设在整个发展过程中存在大量动态心理原因的理论与虚幻特征的存在是一致的。我们通过模拟表明,即使是具有许多过程的线性系统也可以生成具有特征性质的协方差矩阵。然后,我们试图检验虚幻的性状如何影响我们从一个共同的统计模型中得出的结论,该模型假设稳定的性状来分析纵向面板数据-随机截距交叉滞后面板模型(RI-CLPM)。我们发现,即使在数据生成模型不包括任何特征的情况下,RI-CLPM有时也会错误地检测到遗漏过程中存在的特征。然而,在这种情况下,RI-CLPM估计的因果偏差自回归和交叉滞后效应比不假设特征的分析模型(即交叉滞后面板模型)少。结果表明,性状变异的检测不应被推断为存在时不变性状原因的有力证据。另一方面,即使特征是虚幻的,假设稳定特征的统计模型有时也可能对因果推理有用。(PsycInfo Database Record (c) 2024 APA,版权所有)。
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引用次数: 0
Human visual clustering of point arrays. 人类视觉聚类的点阵列。
IF 5.1 1区 心理学 Q1 PSYCHOLOGY Pub Date : 2024-12-12 DOI: 10.1037/rev0000525
Vijay Marupudi, Sashank Varma

Although the importance of unsupervised learning has been recognized since William James's "blooming, buzzing confusion," it has received less attention in the literature than supervised learning. An important form of unsupervised learning is clustering, which involves determining the groups of distinct objects that belong together. Visual clustering is foundational for ensemble perception, numerosity judgments, spatial problem-solving, understanding information visualizations, and other forms of visual cognition, and yet surprisingly few researchers have directly investigated this human ability. In this study, participants freely clustered arrays that varied in the number of points (10-40) and cluster structure of the stimuli, which was defined based on the statistical distribution of points. We found that clustering is a reliable ability: Participants' clusterings of the same stimulus on two occasions were highly similar. With respect to the objective properties of the clusterings that people produce, points of individual clusters tend to follow a Gaussian distribution. With respect to processing, we identified five visual attributes that characterize the clusters that participants draw-cluster numerosity, area, density, and linearity and also percentage of points on the convex hull. We also discovered evidence for sequential strategies, with some attributes dominating when drawing the initial clusters of a stimulus and others guiding the final clusters. Collectively, these findings offer a comprehensive picture of human visual clustering and serve as a foundation for the development of new models of this important ability. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

尽管自威廉-詹姆斯提出 "绽放的、嗡嗡作响的混乱 "以来,人们就认识到了无监督学习的重要性,但与有监督学习相比,无监督学习在文献中受到的关注较少。聚类是无监督学习的一种重要形式,它涉及确定属于一起的不同物体组。视觉聚类对于集合感知、数字判断、空间问题解决、信息可视化理解以及其他形式的视觉认知都具有基础性作用,然而令人惊讶的是,很少有研究人员直接研究过人类的这种能力。在这项研究中,参与者自由地对点数(10-40 个)和刺激物聚类结构不同的阵列进行聚类,刺激物的聚类结构是根据点数的统计分布来定义的。我们发现,聚类是一种可靠的能力:参与者在两个场合对同一刺激物的聚类高度相似。就人们产生的聚类的客观属性而言,单个聚类的点往往遵循高斯分布。在处理过程中,我们发现了五种视觉属性,它们是参与者绘制的聚类的特征--聚类的数量、面积、密度、线性以及凸壳上点的百分比。我们还发现了顺序策略的证据,在绘制刺激物的初始聚类时,一些属性占主导地位,而另一些属性则指导最后的聚类。总之,这些发现提供了人类视觉聚类的全面图景,并为这一重要能力的新模型的开发奠定了基础。(PsycInfo Database Record (c) 2024 APA, 版权所有)。
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引用次数: 0
Dynamics of covert signaling: Modeling the emergence and extinction of identity signals. 隐蔽信号的动力学:身份信号的出现和消失建模。
IF 5.1 1区 心理学 Q1 PSYCHOLOGY Pub Date : 2024-12-12 DOI: 10.1037/rev0000518
Zackary Okun Dunivin, Paul E Smaldino

Covert identity signals permit the communication of group membership to ingroup members while avoiding potentially costly detection by members of other groups. If individuals are incentivized to detect others' group memberships, however, covert signals may not remain covert for very long. We propose a theoretical extension to the literature on covert signaling in which conventionalized identity signals can become destabilized when learned by outgroup individuals to be replaced by the emergence of new signaling conventions. We formalize this idea with both analytical and agent-based modeling of ingroup and outgroup individuals who learn about signals of group membership. Depending on the risk and associated cost of detection by the outgroup, the model yields three dynamic classes: saturation, where all identity signals become stable conventions and never go extinct; cycling, in which new signals emerge to replace old ones as they are learned by the outgroup; and suppression, in which informative identity signals never emerge. Our analysis has implications for understanding identity signaling, the emergence of conventions, coded speech, and the ebb and flow of fashion cycles. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

隐蔽的身份信号允许群体成员之间的交流,同时避免被其他群体的成员发现。然而,如果个体被激励去发现其他人的群体成员,隐蔽信号可能不会保持很长时间。我们提出了对隐蔽信号文献的理论扩展,其中约定的身份信号在被外群体个体学习并被新信号约定的出现所取代时可能变得不稳定。我们通过分析和基于主体的内群体和外群体个体模型来形式化这一观点,这些个体学习群体成员的信号。根据外部群体检测的风险和相关成本,该模型产生了三个动态类别:饱和,所有身份信号都成为稳定的约定,永远不会消失;循环,当外部群体学会新信号时,新信号会取代旧信号;压制,信息性身份信号永远不会出现。我们的分析对理解身份信号、惯例的出现、编码语言和时尚周期的兴衰都有影响。(PsycInfo Database Record (c) 2024 APA,版权所有)。
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引用次数: 0
The interpersonal neural coupling in group creative ideation. 小组创意构思中的人际神经耦合。
IF 5.1 1区 心理学 Q1 PSYCHOLOGY Pub Date : 2024-12-12 DOI: 10.1037/rev0000524
Kelong Lu, Ning Hao

Group creative ideation, the capacity of group to produce novel and useful ideas, is essential for navigating challenges and embracing opportunities. Despite its significance, research to decode its neurocognitive underpinnings utilizing interpersonal neuroscience paradigm has just commenced, linking group creative ideation to interpersonal neural coupling. In this perspective, we propose an interpersonal neural coupling in group creative ideation framework, which suggests that group creative ideation is supported by interpersonal neural coupling within three interrelated systems: cognitive, affective, and physical alignments. The cognitive alignment system is considered as the core system that determines the outcome of group creative ideation. Variations in cognitive alignment spanning shared intention, joint attention, shared comprehension, and idea convergence interact with an individual decision making in selecting any of three creative ideation pathways, including flexibility, persistence, and convergence, which collectively determine the final creative performance. The interpersonal neural coupling in group creative ideation framework enhances our understanding of the neurocognitive underpinnings of group creative ideation and outlines promising avenues for future research. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

群体创造性构思是群体产生新颖和有用想法的能力,对于应对挑战和抓住机遇至关重要。尽管其意义重大,但利用人际神经科学范式解码其神经认知基础的研究刚刚起步,将群体创意构思与人际神经耦合联系起来。在这一视角下,我们提出了群体创意构思中的人际神经耦合框架,认为群体创意构思是由三个相互关联的系统中的人际神经耦合支持的:认知、情感和物理排列。认知排列系统被认为是决定群体创意构思结果的核心系统。共同意向、共同关注、共同理解和想法趋同等认知一致性的变化与个人决策相互作用,使其选择灵活性、持久性和趋同性等三种创意构思途径中的任何一种,从而共同决定最终的创意表现。群体创意构思中的人际神经耦合框架增强了我们对群体创意构思的神经认知基础的理解,并为未来的研究勾勒出了前景广阔的途径。(PsycInfo Database Record (c) 2024 APA, 版权所有)。
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引用次数: 0
From interoception to control over the internal body: The ideomotor hypothesis of voluntary interoaction. 从内感知到对身体内部的控制:自愿互动的意念运动假说。
IF 5.1 1区 心理学 Q1 PSYCHOLOGY Pub Date : 2024-12-12 DOI: 10.1037/rev0000528
Sam Verschooren, Michael Gaebler, Marcel Brass

When it comes to body movements in external space, people are experts in learning fine-grained voluntary control, for example, when manipulating tiny objects. Voluntarily controlling actions in the internal body (e.g., decreasing heart rate), however, is far more difficult and requires dedicated training, for example, in meditation or yoga. Not much is currently known about the learning mechanism underlying the acquisition of voluntary control over internal visceromotor actions (i.e., interoaction) or why it is so difficult compared to controlling our external somatomotor actions (i.e., exteroaction). We propose the ideomotor hypothesis of voluntary interoaction in this article, which asserts that voluntary exteroactions and interoactions are governed by the same general principle, namely, the anticipation of sensory feedback. We apply this hypothesis to two techniques that can be used to acquire voluntary control over interoactions, that is, autogenic training and biofeedback training. As the afferent signal we receive from interoaction (i.e., interoceptive signals from the internal body) is of lower sensory quality than the afferent signal that we receive from exteroaction (i.e., exteroceptive signals from the external environment), this hypothesis explains why learning to control interoactions is more difficult. We propose ways in which to test predictions from this hypothesis and show its theoretical value by comparing it to other frameworks in the literature. We hope that this work motivates future empirical studies directly examining voluntary interoaction and its clinical applications, such as autogenic and biofeedback training, and mind-body practices more generally. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

当涉及到外部空间的身体运动时,人们是学习精细自主控制的专家,例如在操纵微小物体时。然而,自愿控制身体内部的活动(例如降低心率)要困难得多,需要专门的训练,例如冥想或瑜伽。目前对于获得对内部内脏运动行为(即相互作用)的自主控制的学习机制知之甚少,或者为什么与控制我们的外部躯体运动行为(即外动作)相比,它是如此困难。在本文中,我们提出了自愿互动的观念运动假说,该假说认为自愿的外在行为和互动受相同的一般原则支配,即对感觉反馈的预期。我们将这一假设应用于两种可用于获得对相互作用的自愿控制的技术,即自体训练和生物反馈训练。由于我们从相互作用中接收的传入信号(即来自内部身体的内感受信号)的感官质量低于我们从外部行为中接收的传入信号(即来自外部环境的外感受信号),这一假设解释了为什么学习控制相互作用更困难。我们提出了一些方法来测试这一假设的预测,并通过将其与文献中的其他框架进行比较来显示其理论价值。我们希望这项工作能激发未来的实证研究,直接检查自愿互动及其临床应用,如自体和生物反馈训练,以及更普遍的身心练习。(PsycInfo Database Record (c) 2024 APA,版权所有)。
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引用次数: 0
How does depressive cognition develop? A state-dependent network model of predictive processing. 抑郁认知是如何形成的?预测处理的状态依赖网络模型
IF 5.1 1区 心理学 Q1 PSYCHOLOGY Pub Date : 2024-11-14 DOI: 10.1037/rev0000512
Nathaniel Hutchinson-Wong, Paul Glue, Divya Adhia, Dirk de Ridder

Depression is vastly heterogeneous in its symptoms, neuroimaging data, and treatment responses. As such, describing how it develops at the network level has been notoriously difficult. In an attempt to overcome this issue, a theoretical "negative prediction mechanism" is proposed. Here, eight key brain regions are connected in a transient, state-dependent, core network of pathological communication that could facilitate the development of depressive cognition. In the context of predictive processing, it is suggested that this mechanism is activated as a response to negative/adverse stimuli in the external and/or internal environment that exceed a vulnerable individual's capacity for cognitive appraisal. Specifically, repeated activation across this network is proposed to update an individual's brain so that it increasingly predicts and reinforces negative experiences over time-pushing an individual at-risk for or suffering from depression deeper into mental illness. Within this, the negative prediction mechanism is poised to explain various aspects of prognostic outcome, describing how depression might ebb and flow over multiple timescales in a dynamically changing, complex environment. (PsycInfo Database Record (c) 2025 APA, all rights reserved).

抑郁症在症状、神经影像学数据和治疗反应方面存在巨大差异。因此,从网络层面描述抑郁症如何发展一直是众所周知的难题。为了克服这一问题,我们提出了一种理论上的 "负预测机制"。在这里,八个关键脑区被连接在一个瞬时的、依赖于状态的病理通信核心网络中,该网络可促进抑郁认知的发展。在预测处理方面,该机制被认为是对外部和/或内部环境中超出脆弱个体认知评估能力的负面/不良刺激的一种反应。具体来说,这一网络的反复激活被认为会更新个体的大脑,使其随着时间的推移越来越多地预测和强化负面体验,从而将有抑郁症风险或患有抑郁症的个体推向精神疾病的深渊。在此基础上,负面预测机制可以解释预后结果的各个方面,描述抑郁症如何在动态变化的复杂环境中,在多个时间尺度上起伏不定。(PsycInfo Database Record (c) 2024 APA, 版权所有)。
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引用次数: 0
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Psychological review
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