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A metatheory of classical and modern connectionism. 古典与现代联系主义的元理论。
IF 5.4 1区 心理学 Q1 PSYCHOLOGY Pub Date : 2025-10-16 DOI: 10.1037/rev0000591
Olivia Guest, Andrea E. Martin
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引用次数: 0
Capacity not required: A long-term memory model that exhibits key signatures of working memory. 不需要的能力:一个长期记忆模型,展示了工作记忆的关键特征。
IF 5.4 1区 心理学 Q1 PSYCHOLOGY Pub Date : 2025-10-09 DOI: 10.1037/rev0000588
Sean M Polyn,Geoffrey F Woodman
Because the study of working memory and long-term memory diverged decades ago, views about the diagnostic nature of certain measures within each literature might not be valid. For example, in the study of working memory, it is viewed as critical to show a capacity limit in storage as a way of demonstrating that one is measuring the limited-capacity working memory store and not the unlimited capacity long-term memory store. Although this is a strong logical structure, these hallmarks of working memory might already fall out of existing models of human long-term memory. Here, we show that several of the set size effects often used to validate the assumption that one is studying working memory are also observed as a natural result of the dynamics of contextual models of long-term memory storage and retrieval. Integrating contextual dynamics into a model of visual working memory provides new insight into the nature of interference in short-term visual memory tasks and allows the model to capture the temporal structure of visual experience as it unfolds in time. We discuss how the situation motivates a re-examination of unified models of human memory. (PsycInfo Database Record (c) 2025 APA, all rights reserved).
由于对工作记忆和长期记忆的研究在几十年前就出现了分歧,所以关于每一篇文献中某些测量方法的诊断性质的观点可能并不有效。例如,在工作记忆的研究中,显示存储的容量限制被认为是至关重要的,这是一种证明人们测量的是有限容量的工作记忆存储,而不是无限容量的长期记忆存储的方式。虽然这是一个强大的逻辑结构,但这些工作记忆的特征可能已经脱离了现有的人类长期记忆模型。在这里,我们展示了通常用来验证一个人正在研究工作记忆的假设的几个集合大小效应,也被观察到作为长期记忆存储和检索的上下文模型动态的自然结果。将上下文动力学整合到视觉工作记忆模型中,为短期视觉记忆任务的干扰性质提供了新的见解,并允许模型捕捉视觉经验的时间结构,因为它在时间上展开。我们讨论了这种情况如何促使人们重新审视人类记忆的统一模型。(PsycInfo Database Record (c) 2025 APA,版权所有)。
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引用次数: 0
Common factors in altered states: Understanding psychedelic therapy through the lens of Grawe's general change mechanisms. 改变状态的共同因素:通过Grawe的一般改变机制来理解迷幻疗法。
IF 5.4 1区 心理学 Q1 PSYCHOLOGY Pub Date : 2025-10-09 DOI: 10.1037/rev0000589
Max Wolff,Hans Rutrecht,Lea J Mertens,Andy A Meijer,Jessica Beck,Sergio Pérez,Gerhard Gründer,Isabel Dziobek,Henrik Jungaberle
Psychedelic therapy is commonly understood as a form of psychotherapy. However, despite promising results from clinical trials, scientific progress has been hindered by a lack of theoretical integration between the fields of psychedelic and psychotherapy research. This article seeks to bridge this divide by outlining a transtheoretical understanding of psychedelic-occasioned psychological change based on Klaus Grawe's model of general change mechanisms-an empirically grounded framework of psychotherapeutic "common factors" that emphasizes therapeutic experiences and change processes. Drawing on extensive evidence from psychedelic research, we argue that the efficacy of psychedelic therapy is ultimately mediated by the same five general change mechanisms that underlie all effective psychotherapies: (1) resource activation, (2) therapeutic relationship, (3) problem actuation, (4) clarification, and (5) mastery. Implications for clinical practice, training, and future research are discussed. (PsycInfo Database Record (c) 2025 APA, all rights reserved).
迷幻疗法通常被理解为心理治疗的一种形式。然而,尽管临床试验取得了令人鼓舞的结果,但由于迷幻药和心理治疗研究领域之间缺乏理论整合,科学进步一直受到阻碍。本文试图通过概述对迷幻引起的心理变化的跨理论理解来弥合这一分歧,该理解基于克劳斯·格劳的一般变化机制模型——一个以经验为基础的心理治疗“共同因素”框架,强调治疗经验和变化过程。根据迷幻药研究的大量证据,我们认为迷幻药治疗的效果最终是由构成所有有效心理治疗基础的相同的五种一般变化机制介导的:(1)资源激活,(2)治疗关系,(3)问题驱动,(4)澄清,(5)掌握。对临床实践、培训和未来研究的意义进行了讨论。(PsycInfo Database Record (c) 2025 APA,版权所有)。
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引用次数: 0
Cognitive mechanisms of subjective value in multiattribute pricing. 多属性定价中主观价值的认知机制。
IF 5.4 1区 心理学 Q1 PSYCHOLOGY Pub Date : 2025-10-09 DOI: 10.1037/rev0000594
Anderson K Fitch,Peter D Kvam
Understanding how people assign subjective value to outcomes with multiple attributes, such as risk and delay, is central to understanding the structure and manifestation of economic preferences. However, multiattribute preference has been primarily studied through binary choices. The price at which a person would buy, sell, or equate each prospect offers another measure of subjective value that may diverge from multiattribute choice. In both risky and intertemporal domains, choice and price preferences exhibit systematic preference reversals, where a smaller, sooner, or safer option is chosen while a larger, later, or riskier alternative is assigned a higher price. The present study takes a deep dive into how subjective value is assigned in each case in an attempt to reconcile these diverging measurements and methods of assessing value. To explain how and why preferences change across choice and price, the domains of gains and losses, price frames of buying and selling, and varying levels of time pressure, we develop a two-step neural network-based modeling approach. First, we tested cognitive mechanisms underlying value-based judgments and decisions using a switchboard model comparison. Next, we fit and evaluated individualized joint models, where all data from an individual are modeled using parameters and mechanisms that are specific to their best fitting model structure. While mechanisms like delay discounting and risk aversion are common to both models, our results suggest that anchoring and payoff sensitivity diverged between pricing and choice. Extensive differences across elicitation procedures indicate that a common representation of value may remain elusive. (PsycInfo Database Record (c) 2025 APA, all rights reserved).
理解人们如何为具有多重属性的结果(如风险和延迟)赋予主观价值,对于理解经济偏好的结构和表现形式至关重要。然而,多属性偏好主要是通过二元选择来研究的。一个人购买、出售或等同每个潜在客户的价格提供了另一种主观价值衡量标准,可能与多属性选择不同。在风险和跨期领域,选择和价格偏好都表现出系统性的偏好逆转,即选择较小、较早或较安全的选择,而较大、较晚或较有风险的选择被赋予较高的价格。本研究深入探讨了如何在每个情况下分配主观价值,试图调和这些不同的测量和评估价值的方法。为了解释偏好如何以及为什么在选择和价格、收益和损失领域、买卖价格框架以及不同水平的时间压力中发生变化,我们开发了一种基于神经网络的两步建模方法。首先,我们使用总机模型比较测试了基于价值的判断和决策的认知机制。接下来,我们拟合和评估个性化的关节模型,其中来自个体的所有数据都使用特定于其最佳拟合模型结构的参数和机制进行建模。虽然延迟贴现和风险规避等机制在两种模型中都是共同的,但我们的研究结果表明,锚定和支付敏感性在定价和选择之间存在分歧。启发程序之间的广泛差异表明,价值的共同表示可能仍然难以捉摸。(PsycInfo Database Record (c) 2025 APA,版权所有)。
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引用次数: 0
Supplemental Material for Cognitive Mechanisms of Subjective Value in Multiattribute Pricing 多属性定价中主观价值认知机制补充材料
IF 5.4 1区 心理学 Q1 PSYCHOLOGY Pub Date : 2025-10-02 DOI: 10.1037/rev0000594.supp
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引用次数: 0
Measuring the impact of multiple social cues to advance theory in person perception research. 衡量多重社会线索的影响,推进人的感知研究理论。
IF 5.8 1区 心理学 Q1 PSYCHOLOGY Pub Date : 2025-10-01 Epub Date: 2024-09-23 DOI: 10.1037/rev0000503
Samuel A W Klein, Jeffrey W Sherman

Forming impressions of others is a fundamental aspect of social life. These impressions necessitate the integration of many and varied sources of information about other people, including social group memberships, apparent personality traits, inferences from observed behaviors, and so forth. However, methodological limitations have hampered progress in understanding this integration process. In particular, extant approaches have been unable to measure the independent contributions of multiple features to a given impression. In this article, after describing these limitations and their constraints on theory testing and development, we present a multinomial processing tree model as a computational solution to the problem. Specifically, the model distinguishes the contributions of multiple cues to social judgment. We describe an empirical demonstration of how applying the model can resolve long-standing debates among person perception researchers. Finally, we survey a variety of questions to which this approach can be profitably applied. (PsycInfo Database Record (c) 2025 APA, all rights reserved).

形成对他人的印象是社会生活的一个基本方面。这些印象的形成需要整合许多不同来源的有关他人的信息,包括社会群体成员身份、明显的个性特征、观察到的行为推断等。然而,方法上的局限性阻碍了对这一整合过程的理解。特别是,现有的方法无法测量多个特征对特定印象的独立贡献。在本文中,我们在阐述了这些局限性及其对理论测试和发展的制约之后,提出了一种多叉处理树模型作为该问题的计算解决方案。具体来说,该模型区分了多种线索对社会判断的贡献。我们描述了应用该模型如何解决人的感知研究人员之间长期争论的实证演示。最后,我们探讨了这一方法可用于解决的各种问题。(PsycInfo Database Record (c) 2024 APA, all rights reserved)。
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引用次数: 0
Individual differences link sensory processing and motor control. 感觉处理和运动控制之间存在个体差异。
IF 5.8 1区 心理学 Q1 PSYCHOLOGY Pub Date : 2025-10-01 Epub Date: 2024-06-13 DOI: 10.1037/rev0000477
Alexander Goettker, Karl R Gegenfurtner

Research on saccadic and pursuit eye movements led to great advances in our understanding of sensorimotor processing and human behavior. However, studies often have focused on isolated saccadic and pursuit eye movements measured with respect to different sensory information (static vs. dynamic targets). Here, we leveraged interindividual differences across a carefully balanced combination of different tasks to demonstrate that critical links in the control of oculomotor behavior were previously missed. We observed correlations in eye movement behavior across tasks, but only when compared with the same sensory information (e.g., pursuit gain and accuracy of saccades to moving targets). Within the same task, the coordination of saccadic and pursuit eye movements was tailored to the strengths of the individual: observers with more accurate saccades to moving targets rely on them more to catch up with moving targets. Our results have profound implications for the theoretical understanding of sensorimotor processing for oculomotor control. They necessitate a reevaluation of previous data used to map brain circuits for saccadic and pursuit eye movements measured with different types of relevant sensory information. Additionally, they underscore the importance of moving beyond average observations to embrace individual differences as a rich source of information. These individual differences not only reveal the strengths and weaknesses of observers. When combined across different tasks, they allow insights about why observers behave differently in a given task. (PsycInfo Database Record (c) 2025 APA, all rights reserved).

对回旋眼动和追随眼动的研究极大地促进了我们对感觉运动处理和人类行为的理解。然而,研究通常侧重于针对不同感官信息(静态目标与动态目标)测量的孤立的回盲动和追随眼动。在这里,我们利用个体间的差异,通过精心平衡的不同任务组合,证明了控制眼球运动行为的关键环节以前被忽视了。我们观察到了不同任务中眼球运动行为的相关性,但只有在与相同的感觉信息(如追逐增益和对移动目标的囊视准确性)进行比较时才会出现这种相关性。在同一任务中,眼动和追视的协调是根据个体的优势而定的:对移动目标的眼动更准确的观察者更依赖于追视来追赶移动目标。我们的研究结果对于从理论上理解眼球运动控制的感觉运动处理具有深远影响。我们有必要重新评估以前的数据,这些数据用于绘制用不同类型的相关感官信息测量的眼球回转和追视运动的大脑回路。此外,它们还强调了超越平均观察结果,将个体差异作为丰富信息来源的重要性。这些个体差异不仅揭示了观察者的长处和短处。如果将不同任务中的个体差异结合起来,就能深入了解观察者在特定任务中表现不同的原因。(PsycInfo Database Record (c) 2024 APA,保留所有权利)。
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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 5.8 1区 心理学 Q1 PSYCHOLOGY Pub Date : 2025-10-01 Epub 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) 2025 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
Human visual clustering of point arrays. 人类视觉聚类的点阵列。
IF 5.8 1区 心理学 Q1 PSYCHOLOGY Pub Date : 2025-10-01 Epub 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) 2025 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
Exploring the underlying psychological constructs of self-report eating behavior measurements: Toward a comprehensive framework. 探索自我报告饮食行为测量的基本心理结构:建立一个综合框架。
IF 5.8 1区 心理学 Q1 PSYCHOLOGY Pub Date : 2025-10-01 Epub Date: 2024-09-19 DOI: 10.1037/rev0000496
Clarissa Dakin, Graham Finlayson, R James Stubbs

Food and eating are fundamental for survival but also have significant impacts on health, psychology, sociology, and economics. Understanding what motivates people to eat can provide insights into "adaptive" eating behavior, which is especially important due to the increasing prevalence of health-related conditions such as obesity. There has been considerable interest in developing theoretical models and associated constructs that explain individual differences in eating behavior. However, many of these models contain overlapping theories and shared theoretical mechanisms of action. Currently, there is no recognized standard framework that integrates psychological, physiological, and neurobiological theory to help explain human eating behavior. The aim of the current article was to review key psychological theories in relation to energy balance, homeostasis, energy intake, and motivation to eat and begin to develop a comprehensive framework of relevant factors that drive eating behavior. The key findings from this review suggest that eating behavior is conceptualized by elements of dual process models, which include conscious processing (reflective factors) and automatic responses to desires, environmental cues, habits, and associative learning. These processes are mediated by neurobiology and physiological signaling (homeostatic feedback) of energy balance, which is more tolerant of positive than negative energy balances. From a synthesis of available evidence, it is suggested that eating behavior constructs (traits) can be explained by three latent constructs: reflective, reactive, and homeostatic eating. By understanding the interplay between reflective, reactive, and homeostatic processes, interventions can be developed that tailor treatments to target key aspects of eating behavior. (PsycInfo Database Record (c) 2025 APA, all rights reserved).

食物和饮食是生存的基本要素,同时也对健康、心理、社会学和经济学产生重大影响。了解人们进食的动机可以帮助人们了解 "适应性 "进食行为,这一点在肥胖等与健康相关的疾病日益普遍的情况下尤为重要。人们对开发解释饮食行为个体差异的理论模型和相关建构颇感兴趣。然而,这些模型中有许多都包含重叠的理论和共同的理论作用机制。目前,还没有一个公认的标准框架来整合心理、生理和神经生物学理论,以帮助解释人类的进食行为。本文旨在回顾与能量平衡、平衡状态、能量摄入和进食动机有关的主要心理学理论,并开始建立一个驱动进食行为的相关因素的综合框架。综述的主要发现表明,进食行为的概念是由双重过程模型的要素构成的,其中包括有意识的处理过程(反思因素)和对欲望、环境线索、习惯和联想学习的自动反应。这些过程由神经生物学和能量平衡的生理信号(平衡反馈)介导,对正能量平衡的容忍度高于负能量平衡。通过对现有证据的综合分析,我们认为饮食行为的构造(特质)可以用三个潜在的构造来解释:反思性饮食、反应性饮食和同源性饮食。通过了解反思性、反应性和平衡性过程之间的相互作用,可以开发出针对饮食行为关键方面的定制治疗干预措施。(PsycInfo Database Record (c) 2024 APA,保留所有权利)。
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引用次数: 0
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Psychological review
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