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 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) 2024 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)。
{"title":"How does depressive cognition develop? A state-dependent network model of predictive processing.","authors":"Nathaniel Hutchinson-Wong, Paul Glue, Divya Adhia, Dirk de Ridder","doi":"10.1037/rev0000512","DOIUrl":"https://doi.org/10.1037/rev0000512","url":null,"abstract":"<p><p>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 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) 2024 APA, all rights reserved).</p>","PeriodicalId":21016,"journal":{"name":"Psychological review","volume":" ","pages":""},"PeriodicalIF":5.1,"publicationDate":"2024-11-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142627180","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-10-01Epub Date: 2023-06-08DOI: 10.1037/rev0000428
Tadeg Quillien, Christopher G Lucas
Everything that happens has a multitude of causes, but people make causal judgments effortlessly. How do people select one particular cause (e.g., the lightning bolt that set the forest ablaze) out of the set of factors that contributed to the event (the oxygen in the air, the dry weather … )? Cognitive scientists have suggested that people make causal judgments about an event by simulating alternative ways things could have happened. We argue that this counterfactual theory explains many features of human causal intuitions, given two simple assumptions. First, people tend to imagine counterfactual possibilities that are both a priori likely and similar to what actually happened. Second, people judge that a factor C caused effect E if C and E are highly correlated across these counterfactual possibilities. In a reanalysis of existing empirical data, and a set of new experiments, we find that this theory uniquely accounts for people's causal intuitions. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
任何事情的发生都有多种原因,但人们却能毫不费力地做出因果判断。人们是如何从导致事件发生的一系列因素(空气中的氧气、干燥的天气......)中选择一个特定的原因(例如,使森林燃烧的闪电)呢?认知科学家认为,人们是通过模拟事情可能发生的其他方式来对事件进行因果判断的。我们认为,在两个简单假设的前提下,这种反事实理论可以解释人类因果直觉的许多特征。首先,人们倾向于想象既有先验可能性又与实际情况相似的反事实可能性。其次,如果 C 和 E 在这些反事实可能性中高度相关,人们就会判断因素 C 导致了效应 E。通过重新分析现有的经验数据和一组新的实验,我们发现这一理论能唯一地解释人们的因果直觉。(PsycInfo Database Record (c) 2024 APA, 版权所有)。
{"title":"Counterfactuals and the logic of causal selection.","authors":"Tadeg Quillien, Christopher G Lucas","doi":"10.1037/rev0000428","DOIUrl":"10.1037/rev0000428","url":null,"abstract":"<p><p>Everything that happens has a multitude of causes, but people make causal judgments effortlessly. How do people select one particular cause (e.g., the lightning bolt that set the forest ablaze) out of the set of factors that contributed to the event (the oxygen in the air, the dry weather … )? Cognitive scientists have suggested that people make causal judgments about an event by simulating alternative ways things could have happened. We argue that this counterfactual theory explains many features of human causal intuitions, given two simple assumptions. First, people tend to imagine counterfactual possibilities that are both a priori likely and similar to what actually happened. Second, people judge that a factor C caused effect E if C and E are highly correlated across these counterfactual possibilities. In a reanalysis of existing empirical data, and a set of new experiments, we find that this theory uniquely accounts for people's causal intuitions. (PsycInfo Database Record (c) 2024 APA, all rights reserved).</p>","PeriodicalId":21016,"journal":{"name":"Psychological review","volume":" ","pages":"1208-1234"},"PeriodicalIF":5.1,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9593087","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-01Epub Date: 2023-07-20DOI: 10.1037/rev0000438
Jelle Bruineberg, Rob Withagen, Ludger van Dijk
The ecological approach to psychology has been a main antecedent of embodied and situated approaches to cognition. The concept of affordances in particular has gained currency throughout psychological science. Yet, contemporary ecological psychology has seemed inaccessible to outsiders and protective of its legacy. Indeed, some prominent ecological psychologists have presented their approach as a "package deal"-a principled and unified perspective on perception and action. Looking at the history of the field, however, we argue that ecological psychology has developed in rich and pluriform ways. Aiming to open the field to critical engagement and productive exchange, we identify three major strands of thought within ecological psychology, each of which emerged in the 20 years after Gibson's death: physical, biological, and social ecological psychology. Each of these strands develop ecological ideas in quite different directions, making different use of some of its central concepts, adopting different explanatory principles, and embodying different philosophical worldviews. Proponents of the ecological approach have been arguing for pluralism within cognitive science to make room for ecological psychology. Given the diversity of the strands, we extend this plea to within ecological psychology itself; the field is better off aiming for a productive pluralism in which the different strands are in dialogue with each other. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
{"title":"Productive pluralism: The coming of age of ecological psychology.","authors":"Jelle Bruineberg, Rob Withagen, Ludger van Dijk","doi":"10.1037/rev0000438","DOIUrl":"10.1037/rev0000438","url":null,"abstract":"<p><p>The ecological approach to psychology has been a main antecedent of embodied and situated approaches to cognition. The concept of affordances in particular has gained currency throughout psychological science. Yet, contemporary ecological psychology has seemed inaccessible to outsiders and protective of its legacy. Indeed, some prominent ecological psychologists have presented their approach as a \"package deal\"-a principled and unified perspective on perception and action. Looking at the history of the field, however, we argue that ecological psychology has developed in rich and pluriform ways. Aiming to open the field to critical engagement and productive exchange, we identify three major strands of thought within ecological psychology, each of which emerged in the 20 years after Gibson's death: physical, biological, and social ecological psychology. Each of these strands develop ecological ideas in quite different directions, making different use of some of its central concepts, adopting different explanatory principles, and embodying different philosophical worldviews. Proponents of the ecological approach have been arguing for pluralism within cognitive science to make room for ecological psychology. Given the diversity of the strands, we extend this plea to within ecological psychology itself; the field is better off aiming for a productive pluralism in which the different strands are in dialogue with each other. (PsycInfo Database Record (c) 2024 APA, all rights reserved).</p>","PeriodicalId":21016,"journal":{"name":"Psychological review","volume":" ","pages":"993-1006"},"PeriodicalIF":5.1,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10196313","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-04-01Epub Date: 2023-08-21DOI: 10.1037/rev0000430
Giles W Story, Ryan Smith, Michael Moutoussis, Isabel M Berwian, Tobias Nolte, Edda Bilek, Jenifer Z Siegel, Raymond J Dolan
People often form polarized beliefs, imbuing objects (e.g., themselves or others) with unambiguously positive or negative qualities. In clinical settings, this is referred to as dichotomous thinking or "splitting" and is a feature of several psychiatric disorders. Here, we introduce a Bayesian model of splitting that parameterizes a tendency to rigidly categorize objects as either entirely "Bad" or "Good," rather than to flexibly learn dispositions along a continuous scale. Distinct from the previous descriptive theories, the model makes quantitative predictions about how dichotomous beliefs emerge and are updated in light of new information. Specifically, the model addresses how splitting is context-dependent, yet exhibits stability across time. A key model feature is that phases of devaluation and/or idealization are consolidated by rationally attributing counter-evidence to external factors. For example, when another person is idealized, their less-than-perfect behavior is attributed to unfavorable external circumstances. However, sufficient counter-evidence can trigger switches of polarity, producing bistable dynamics. We show that the model can be fitted to empirical data, to measure individual susceptibility to relational instability. For example, we find that a latent categorical belief that others are "Good" accounts for less changeable, and more certain, character impressions of benevolent as opposed to malevolent others among healthy participants. By comparison, character impressions made by participants with borderline personality disorder reveal significantly higher and more symmetric splitting. The generative framework proposed invites applications for modeling oscillatory relational and affective dynamics in psychotherapeutic contexts. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
{"title":"A social inference model of idealization and devaluation.","authors":"Giles W Story, Ryan Smith, Michael Moutoussis, Isabel M Berwian, Tobias Nolte, Edda Bilek, Jenifer Z Siegel, Raymond J Dolan","doi":"10.1037/rev0000430","DOIUrl":"10.1037/rev0000430","url":null,"abstract":"<p><p>People often form polarized beliefs, imbuing objects (e.g., themselves or others) with unambiguously positive or negative qualities. In clinical settings, this is referred to as dichotomous thinking or \"splitting\" and is a feature of several psychiatric disorders. Here, we introduce a Bayesian model of splitting that parameterizes a tendency to rigidly categorize objects as either entirely \"Bad\" or \"Good,\" rather than to flexibly learn dispositions along a continuous scale. Distinct from the previous descriptive theories, the model makes quantitative predictions about how dichotomous beliefs emerge and are updated in light of new information. Specifically, the model addresses how splitting is context-dependent, yet exhibits stability across time. A key model feature is that phases of devaluation and/or idealization are consolidated by rationally attributing counter-evidence to <i>external</i> factors. For example, when another person is idealized, their less-than-perfect behavior is attributed to unfavorable external circumstances. However, sufficient counter-evidence can trigger switches of polarity, producing bistable dynamics. We show that the model can be fitted to empirical data, to measure individual susceptibility to relational instability. For example, we find that a latent categorical belief that others are \"Good\" accounts for less changeable, and more certain, character impressions of benevolent as opposed to malevolent others among healthy participants. By comparison, character impressions made by participants with borderline personality disorder reveal significantly higher and more symmetric splitting. The generative framework proposed invites applications for modeling oscillatory relational and affective dynamics in psychotherapeutic contexts. (PsycInfo Database Record (c) 2024 APA, all rights reserved).</p>","PeriodicalId":21016,"journal":{"name":"Psychological review","volume":" ","pages":"749-780"},"PeriodicalIF":5.4,"publicationDate":"2024-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11114086/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10034608","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-04-01Epub Date: 2023-07-20DOI: 10.1037/rev0000435
Daniel Fitousi
Face matching consists of the ability to decide whether two face images (or more) belong to the same person or to different identities. Face matching is crucial for efficient face recognition and plays an important role in applied settings such as passport control and eyewitness memory. However, despite extensive research, the mechanisms that govern face-matching performance are still not well understood. Moreover, to date, many researchers hold on to the belief that match and mismatch conditions are governed by two separate systems, an assumption that likely thwarted the development of a unified model of face matching. The present study outlines a unified unequal variance confidence-similarity signal detection-based model of face-matching performance, one that facilitates the use of receiver operating characteristics (ROC) and confidence-accuracy plots to better understand the relations between match and mismatch conditions, and their relations to factors of confidence and similarity. A binomial feature-matching mechanism is developed to support this signal detection model. The model can account for the presence of both within-identities and between-identities sources of variation in face recognition and explains a myriad of face-matching phenomena, including the match-mismatch dissociation. The model is also capable of generating new predictions concerning the role of confidence and similarity and their intricate relations with accuracy. The new model was tested against six alternative competing models (some postulate discrete rather than continuous representations) in three experiments. Data analyses consisted of hierarchically nested model fitting, ROC curve analyses, and confidence-accuracy plots analyses. All of these provided substantial support in the signal detection-based confidence-similarity model. The model suggests that the accuracy of face-matching performance can be predicted by the degree of similarity/dissimilarity of the depicted faces and the level of confidence in the decision. Moreover, according to the model, confidence and similarity ratings are strongly correlated. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
人脸匹配包括判断两张(或多张)人脸图像是属于同一个人还是属于不同身份的能力。人脸匹配对于高效的人脸识别至关重要,并在护照控制和目击者记忆等应用场合发挥着重要作用。然而,尽管进行了广泛的研究,人们对支配人脸匹配性能的机制仍不甚了解。此外,迄今为止,许多研究人员仍然认为匹配和不匹配条件是由两个不同的系统控制的,这一假设很可能阻碍了人脸匹配统一模型的发展。本研究概述了一个基于不等方差置信度-相似度信号检测的人脸匹配性能统一模型,该模型便于使用接收者操作特征图(ROC)和置信度-准确度图来更好地理解匹配和不匹配条件之间的关系,以及它们与置信度和相似度因素之间的关系。为支持这一信号检测模型,开发了一种二项式特征匹配机制。该模型可以解释人脸识别中存在的同一性内部和同一性之间的变化来源,并能解释大量的人脸匹配现象,包括匹配与不匹配的分离。该模型还能对置信度和相似度的作用及其与准确性的复杂关系做出新的预测。在三个实验中,新模型与六个可供选择的竞争模型(其中一些假设了离散而非连续的表征)进行了对比测试。数据分析包括分层嵌套模型拟合、ROC 曲线分析和置信度-准确度图分析。所有这些都为基于信号检测的置信度-相似度模型提供了大量支持。该模型表明,人脸匹配的准确性可以通过所描绘人脸的相似/不相似程度和决策的置信度来预测。此外,根据该模型,置信度和相似度评级密切相关。(PsycInfo Database Record (c) 2024 APA, 版权所有)。
{"title":"A signal detection-based confidence-similarity model of face matching.","authors":"Daniel Fitousi","doi":"10.1037/rev0000435","DOIUrl":"10.1037/rev0000435","url":null,"abstract":"<p><p>Face matching consists of the ability to decide whether two face images (or more) belong to the same person or to different identities. Face matching is crucial for efficient face recognition and plays an important role in applied settings such as passport control and eyewitness memory. However, despite extensive research, the mechanisms that govern face-matching performance are still not well understood. Moreover, to date, many researchers hold on to the belief that match and mismatch conditions are governed by two separate systems, an assumption that likely thwarted the development of a unified model of face matching. The present study outlines a unified unequal variance confidence-similarity signal detection-based model of face-matching performance, one that facilitates the use of receiver operating characteristics (ROC) and confidence-accuracy plots to better understand the relations between match and mismatch conditions, and their relations to factors of confidence and similarity. A binomial feature-matching mechanism is developed to support this signal detection model. The model can account for the presence of both within-identities and between-identities sources of variation in face recognition and explains a myriad of face-matching phenomena, including the match-mismatch dissociation. The model is also capable of generating new predictions concerning the role of confidence and similarity and their intricate relations with accuracy. The new model was tested against six alternative competing models (some postulate discrete rather than continuous representations) in three experiments. Data analyses consisted of hierarchically nested model fitting, ROC curve analyses, and confidence-accuracy plots analyses. All of these provided substantial support in the signal detection-based confidence-similarity model. The model suggests that the accuracy of face-matching performance can be predicted by the degree of similarity/dissimilarity of the depicted faces and the level of confidence in the decision. Moreover, according to the model, confidence and similarity ratings are strongly correlated. (PsycInfo Database Record (c) 2024 APA, all rights reserved).</p>","PeriodicalId":21016,"journal":{"name":"Psychological review","volume":" ","pages":"625-663"},"PeriodicalIF":5.4,"publicationDate":"2024-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10196314","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-04-01Epub Date: 2023-07-20DOI: 10.1037/rev0000439
Cody A Mashburn, Mariel K Barnett, Randall W Engle
Individual differences in processing speed and executive attention have both been proposed as explanations for individual differences in cognitive ability, particularly general and fluid intelligence (Engle et al., 1999; Kail & Salthouse, 1994). Both constructs have long intellectual histories in scientific psychology. This article attempts to describe the historical development of these constructs, particularly as they pertain to intelligence. It also aims to determine the degree to which speed and executive attention are theoretical competitors in explaining individual differences in intelligence. We suggest that attention is the more fundamental mechanism in explaining variation in human intelligence. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
处理速度和执行注意的个体差异都被提出来解释认知能力的个体差异,特别是一般智力和流体智力的个体差异(Engle 等人,1999;Kail & Salthouse,1994)。这两个概念在科学心理学中都有着悠久的历史。本文试图描述这些概念的历史发展,尤其是它们与智力相关的发展。本文还旨在确定速度和执行注意在解释智力个体差异方面的理论竞争程度。我们认为,注意力是解释人类智力差异的更基本的机制。(PsycInfo Database Record (c) 2024 APA, all rights reserved)。
{"title":"Processing speed and executive attention as causes of intelligence.","authors":"Cody A Mashburn, Mariel K Barnett, Randall W Engle","doi":"10.1037/rev0000439","DOIUrl":"10.1037/rev0000439","url":null,"abstract":"<p><p>Individual differences in processing speed and executive attention have both been proposed as explanations for individual differences in cognitive ability, particularly general and fluid intelligence (Engle et al., 1999; Kail & Salthouse, 1994). Both constructs have long intellectual histories in scientific psychology. This article attempts to describe the historical development of these constructs, particularly as they pertain to intelligence. It also aims to determine the degree to which speed and executive attention are theoretical competitors in explaining individual differences in intelligence. We suggest that attention is the more fundamental mechanism in explaining variation in human intelligence. (PsycInfo Database Record (c) 2024 APA, all rights reserved).</p>","PeriodicalId":21016,"journal":{"name":"Psychological review","volume":" ","pages":"664-694"},"PeriodicalIF":5.4,"publicationDate":"2024-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10196309","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-04-01Epub Date: 2023-07-27DOI: 10.1037/rev0000436
Samuel David Jones, Hannah Jamieson Stewart, Gert Westermann
Auditory perceptual deficits are widely observed among children with developmental language disorder (DLD). Yet, the nature of these deficits and the extent to which they explain speech and language problems remain controversial. In this study, we hypothesize that disruption to the maturation of the basilar membrane may impede the optimization of the auditory pathway from brainstem to cortex, curtailing high-resolution frequency sensitivity and the efficient spectral decomposition and encoding of natural speech. A series of computational simulations involving deep convolutional neural networks that were trained to encode, recognize, and retrieve naturalistic speech are presented to demonstrate the strength of this account. These neural networks were built on top of biologically truthful inner ear models developed to model human cochlea function, which-in the key innovation of the present study-were scheduled to mature at different rates over time. Delaying cochlea maturation qualitatively replicated the linguistic behavior and neurophysiology of individuals with language learning difficulties in a number of ways, resulting in (a) delayed language acquisition profiles, (b) lower spoken word recognition accuracy, (c) word finding and retrieval difficulties, (d) "fuzzy" and intersecting speech encodings and signatures of immature neural optimization, and (e) emergent working memory and attentional deficits. These simulations illustrate many negative cascading effects that a primary maturational frequency discrimination deficit may have on early language development and generate precise and testable hypotheses for future research into the nature and cost of auditory processing deficits in children with language learning difficulties. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
在患有发育性语言障碍(DLD)的儿童中,普遍存在听觉知觉缺陷。然而,这些缺陷的性质及其对言语和语言问题的解释程度仍存在争议。在这项研究中,我们假设基底膜的成熟受到干扰可能会阻碍从脑干到大脑皮层的听觉通路的优化,从而降低高分辨率频率灵敏度以及自然语音的有效频谱分解和编码。本文介绍了一系列涉及深度卷积神经网络的计算模拟,这些神经网络经过训练可以编码、识别和检索自然语音,从而证明了这一观点的正确性。这些神经网络建立在为模拟人类耳蜗功能而开发的符合生物学原理的内耳模型之上,而本研究的关键创新之处在于,这些内耳模型会随着时间的推移以不同的速度成熟。延迟耳蜗成熟在许多方面复制了语言学习障碍者的语言行为和神经生理学,导致(a)语言习得延迟,(b)口语单词识别准确率降低,(c)单词查找和检索困难,(d)"模糊 "和交叉的语音编码和不成熟的神经优化特征,以及(e)出现工作记忆和注意力缺陷。这些模拟说明了初级成熟频率辨别缺陷可能对早期语言发展产生的许多负面连带影响,并为今后研究语言学习困难儿童听觉处理缺陷的性质和代价提出了准确和可检验的假设。(PsycInfo Database Record (c) 2024 APA, 版权所有)。
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Pub Date : 2024-03-01Epub Date: 2023-08-17DOI: 10.1037/rev0000440
David W Braithwaite, Robert S Siegler
This article describes UMA (Unified Model of Arithmetic), a theory of children's arithmetic implemented as a computational model. UMA builds on FARRA (Fraction Arithmetic Reflects Rules and Associations; Braithwaite et al., 2017), a model of children's fraction arithmetic. Whereas FARRA-like all previous models of arithmetic-focused on arithmetic with only one type of number, UMA simulates arithmetic with whole numbers, fractions, and decimals. The model was trained on arithmetic problems from the first to sixth grade volumes of a math textbook series; its performance on tests administered at the end of each grade was compared to the performance of children in prior empirical research. In whole number arithmetic (Study 1), fraction arithmetic (Study 2), and decimal arithmetic (Study 3), UMA displayed types of errors, effects of problem features on error rates, and individual differences in strategy use that resembled those documented in the previous studies of children. Further, UMA generated correlations between individual differences in basic and advanced arithmetic skills similar to those observed in longitudinal studies of arithmetic development (Study 4). The results support UMA's main theoretical assumptions regarding arithmetic development: (a) most errors reflect small deviations from standard procedures via two mechanisms, overgeneralization and omission; (b) between-problem variations in error rates reflect effects of intrinsic difficulty and differential amounts of practice; and (c) individual differences in strategy use reflect underlying variation in parameters governing learning and decision making. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
本文介绍了 UMA(统一算术模型),这是一种作为计算模型实现的儿童算术理论。UMA 建立在儿童分数算术模型 FARRA(分数算术反映规则和关联;布雷斯怀特等人,2017 年)的基础之上。FARRA 与之前所有的算术模型一样,只关注一种类型数字的算术,而 UMA 则模拟整数、分数和小数的算术。该模型是根据数学系列教科书中一至六年级各册的算术问题进行训练的;在每个年级结束时进行的测试中,该模型的成绩与先前实证研究中儿童的成绩进行了比较。在整数运算(研究 1)、分数运算(研究 2)和小数运算(研究 3)中,UMA 显示了错误类型、问题特征对错误率的影响,以及策略使用上的个体差异,这些都与之前的儿童研究中记录的相似。此外,UMA 在基本算术技能和高级算术技能的个体差异之间产生的相关性与算术发展纵向研究中观察到的相关性相似(研究 4)。研究结果支持 UMA 关于算术发展的主要理论假设:(a) 大多数错误反映了通过过度概括和遗漏这两种机制对标准程序的微小偏差;(b) 不同问题之间错误率的变化反映了内在难度和不同练习量的影响;(c) 策略使用的个体差异反映了支配学习和决策的参数的潜在变化。(PsycInfo Database Record (c) 2024 APA, 版权所有)。
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Pub Date : 2024-03-01Epub Date: 2023-06-15DOI: 10.1037/rev0000432
Andrew P Yonelinas
Whether working memory reflects a thresholded recollection process whereby only a limited number of items are maintained in memory, or a signal detection process in which each studied item is increased in familiarity strength, is a topic of considerable debate. A review of visual working memory studies that have examined receiver operating characteristics (ROCs) across a broad set of materials and test conditions indicates that both signal detection and threshold processes contribute to working memory. In addition, the role that these two processes play varies systematically across conditions, such that a threshold process plays a particularly critical role when binary old/new judgments are required, when changes are relatively discrete, and when the hippocampus does not contribute to performance. In contrast, a signal detection process plays a greater role when confidence judgments are required, when the materials or the changes are global in nature, and when the hippocampus contributes to performance. In addition, the ROC results indicate that in standard single-probe tests of working memory, items that are maintained in an active recollected state support both recall-to-accept and recall-to-reject responses; whereas in complex-probe tests, recollection preferentially supports recall-to-reject; and in item-recognition tests it preferentially supports recall-to-accept. Moreover, there is growing evidence that these threshold and strength-based processes are related to distinct states of conscious awareness whereby they support perceiving- and sensing-based responses, respectively. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
工作记忆究竟是反映了一种阈值化的回忆过程,即记忆中只保留有限数量的项目,还是反映了一种信号检测过程,即每个学习项目的熟悉强度都在增加,这是一个颇有争议的话题。对视觉工作记忆研究的回顾表明,信号检测和阈值过程都有助于工作记忆。此外,这两种过程在不同条件下所起的作用也有系统性的差异,例如,当需要二元新旧判断、变化相对离散以及海马体对表现无贡献时,阈值过程就起着特别关键的作用。与此相反,当需要进行置信度判断、材料或变化具有整体性以及海马体对表现有贡献时,信号检测过程就会发挥更大的作用。此外,ROC 结果表明,在工作记忆的标准单探究测试中,保持积极回忆状态的项目既支持回忆-接受反应,也支持回忆-拒绝反应;而在复杂探究测试中,回忆优先支持回忆-拒绝反应;在项目识别测试中,回忆优先支持回忆-接受反应。此外,越来越多的证据表明,这些以阈值和强度为基础的过程与不同的意识状态有关,它们分别支持以感知和感觉为基础的反应。(PsycInfo Database Record (c) 2024 APA, 版权所有)。
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Pub Date : 2024-03-01Epub Date: 2023-06-26DOI: 10.1037/rev0000431
Matt Grice, Simon Kemp, Nicola J Morton, Randolph C Grace
Where does arithmetic come from, and why are addition and multiplication its fundamental operations? Although we know that arithmetic is true, no explanation that meets standards of scientific rigor is available from philosophy, mathematical logic, or the cognitive sciences. We propose a new approach based on the assumption that arithmetic has a biological origin: Many examples of adaptive behavior such as spatial navigation suggest that organisms can perform arithmetic-like operations on represented magnitudes. If so, these operations-nonsymbolic precursors of addition and multiplication-might be optimal due to evolution and thus identifiable according to an appropriate criterion. We frame this as a metamathematical question, and using an order-theoretic criterion, prove that four qualitative conditions-monotonicity, convexity, continuity, and isomorphism-are sufficient to identify addition and multiplication over the real numbers uniquely from the uncountably infinite class of possible operations. Our results show that numbers and algebraic structure emerge from purely qualitative conditions, and as a construction of arithmetic, provide a rigorous explanation for why addition and multiplication are its fundamental operations. We argue that these conditions are preverbal psychological intuitions or principles of perceptual organization that are biologically based and shape how humans and nonhumans alike perceive the world. This is a Kantian view and suggests that arithmetic need not be regarded as an immutable truth of the universe but rather as a natural consequence of our perception. Algebraic structure may be inherent in the representations of the world formed by our perceptual system. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
算术从何而来,为什么加法和乘法是算术的基本运算?尽管我们知道算术是真实的,但从哲学、数理逻辑或认知科学中却找不到符合科学严谨性标准的解释。我们基于算术起源于生物的假设,提出了一种新的方法:许多适应性行为(如空间导航)的例子表明,生物可以对所表示的大小进行类似算术的运算。如果是这样的话,这些运算--加法和乘法的非符号前身--可能是进化过程中的最佳运算,因此可以根据适当的标准进行识别。我们将此作为一个元数学问题,并使用阶序理论标准证明了四个定性条件--单调性、凸性、连续性和同构性--足以从不可计数的无限可能运算中唯一地识别出实数上的加法和乘法。我们的结果表明,数和代数结构产生于纯粹的定性条件,并且作为算术的一种构造,为为什么加法和乘法是其基本运算提供了严格的解释。我们认为,这些条件是前语言心理直觉或感知组织原则,它们以生物学为基础,塑造了人类和非人类感知世界的方式。这是一种康德式的观点,它表明不需要将算术视为宇宙永恒不变的真理,而应将其视为我们感知的自然结果。代数结构可能是我们的感知系统形成的世界表象所固有的。(PsycInfo Database Record (c) 2024 APA, 版权所有)。
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