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Distinct patterns of neural response to faces from different races in humans and deep networks. 人类对不同种族面孔的不同神经反应模式和深度网络。
Pub Date : 2023-11-04 DOI: 10.1093/scan/nsad059
Ao Wang, Magdalena W Sliwinska, David M Watson, Sam Smith, Timothy J Andrews

Social categories such as the race or ethnicity of an individual are typically conveyed by the visual appearance of the face. The aim of this study was to explore how these differences in facial appearance are represented in human and artificial neural networks. First, we compared the similarity of faces from different races using a neural network trained to discriminate identity. We found that the differences between races were most evident in the fully connected layers of the network. Although these layers were also able to predict behavioural judgements of face identity from human participants, performance was biased toward White faces. Next, we measured the neural response in face-selective regions of the human brain to faces from different races in Asian and White participants. We found distinct patterns of response to faces from different races in face-selective regions. We also found that the spatial pattern of response was more consistent across participants for own-race compared to other-race faces. Together, these findings show that faces from different races elicit different patterns of response in human and artificial neural networks. These differences may underlie the ability to make categorical judgements and explain the behavioural advantage for the recognition of own-race faces.

个人的种族或民族等社会类别通常通过面部的视觉外观来传达。这项研究的目的是探索这些面部表情的差异是如何在人类和人工神经网络中表现出来的。首先,我们使用经过训练的识别身份的神经网络来比较不同种族人脸的相似性。我们发现种族之间的差异在网络的完全连接层中最为明显。尽管这些层也能够预测人类参与者对人脸身份的行为判断,但表现偏向于白人面孔。接下来,我们测量了亚洲人和白人参与者大脑面部选择区域对不同种族人脸的神经反应。我们在人脸选择区域发现了对不同种族人脸的不同反应模式。我们还发现,与其他种族面孔相比,本种族参与者的反应空间模式更加一致。总之,这些发现表明,来自不同种族的面孔在人类和人工神经网络中引发不同的反应模式。这些差异可能是做出明确判断的能力的基础,并解释识别自己种族面孔的行为优势。
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引用次数: 0
Structural brain changes in emotion recognition across the adult lifespan. 成年期情绪识别中的大脑结构变化。
Pub Date : 2023-10-31 DOI: 10.1093/scan/nsad052
Valerie Karl, Tim Rohe

Emotion recognition (ER) declines with increasing age, yet little is known whether this observation is based on structural brain changes conveyed by differential atrophy. To investigate whether age-related ER decline correlates with reduced grey matter (GM) volume in emotion-related brain regions, we conducted a voxel-based morphometry analysis using data of the Human Connectome Project-Aging (N = 238, aged 36-87) in which facial ER was tested. We expected to find brain regions that show an additive or super-additive age-related change in GM volume indicating atrophic processes that reduce ER in older adults. The data did not support our hypotheses after correction for multiple comparisons. Exploratory analyses with a threshold of P < 0.001 (uncorrected), however, suggested that relationships between GM volume and age-related general ER may be widely distributed across the cortex. Yet, small effect sizes imply that only a small fraction of the decline of ER in older adults can be attributed to local GM volume changes in single voxels or their multivariate patterns.

情绪识别(ER)随着年龄的增长而下降,但尚不清楚这一观察是否基于差异性萎缩所传达的大脑结构变化。为了研究与年龄相关的ER下降是否与情绪相关大脑区域的灰质(GM)体积减少相关,我们使用人类连接体项目衰老(N=238,年龄36-87岁)的数据进行了基于体素的形态计量分析,在该项目中测试了面部ER。我们预计会发现大脑区域显示出与年龄相关的GM体积的加性或超加性变化,表明老年人的萎缩过程会降低ER。经过多次比较校正后,数据不支持我们的假设。然而,阈值为p<.001(未校正)的探索性分析表明,GM体积与年龄相关的一般ER之间的关系可能广泛分布在整个皮层。然而,较小的效应大小意味着,老年人ER下降的一小部分可归因于单个体素或其多变量模式中的局部GM体积变化。
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引用次数: 0
Gender differences in cognitive and affective interpersonal emotion regulation in couples: an fNIRS hyperscanning. 夫妻认知和情感人际情绪调节的性别差异:fNIRS超扫描。
Pub Date : 2023-10-28 DOI: 10.1093/scan/nsad057
Wenhai Zhang, Lanting Qiu, Fanggui Tang, Hong-Jin Sun

Emotion regulation is vital in maintaining romantic relationships in couples. Although gender differences exist in cognitive and affective strategies during 'intrapersonal' emotion regulation, it is unclear how gender differences through affective bonds work in 'interpersonal' emotion regulation (IER) in couples. Thirty couple dyads and 30 stranger dyads underwent functional near-infrared spectroscopy hyperscanning recordings when targets complied with their partner's cognitive engagement (CE) and affective engagement (AE) strategies after viewing sad and neutral videos. Behaviorally, for males, CE was less effective than AE in both groups, but little difference occurred for females between AE and CE. For couples, Granger causality analysis showed that male targets had less neural activity than female targets in CH06, CH13 and CH17 during CE. For inflow and outflow activities on CH06 and CH13 (frontopolar cortex), respectively, male targets had less activity in the CE condition than in the AE condition, while for outflow activities on CH 17 (dorsolateral prefrontal cortex), female targets had more activity in the CE condition than in the AE condition. However, these differences were not observed in strangers. These results suggest gender differences in CE but not in AE and dissociable flow patterns in male and female targets in couples during sadness regulation.

情绪调节对维持情侣间的浪漫关系至关重要。尽管在人际情绪调节过程中,认知和情感策略存在性别差异,但尚不清楚通过情感纽带的性别差异如何在夫妻人际情绪调节中发挥作用。当目标在观看悲伤和中性视频后遵守伴侣的认知参与(CE)和情感参与(AE)策略时,30对情侣和30对陌生人进行了fNIRS超扫描记录。在行为方面,两组男性的CE效果均低于AE,但女性的AE和CE差异不大。对于夫妇,Granger因果关系分析显示,在CE期间,男性目标在CH06、CH13和CH17的神经活动低于女性目标。对于CH06和CH13(额叶皮层)的流入和流出活动,男性目标在CE条件下的活动少于AE条件下的,而对于CH17(背外侧前额叶皮层)上的流出活动,女性目标在CE情况下的活动多于AE条件下。然而,这些差异并没有在陌生人身上观察到。这些结果表明,在悲伤调节过程中,夫妻中男性和女性目标的CE(而不是AE)和可分离的流动模式存在性别差异。
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引用次数: 0
'I am afraid you will see the stain on my soul': Direct gaze neural processing in individuals with PTSD after moral injury recall. “我担心你会看到我灵魂上的污点”:创伤后应激障碍患者在回忆道德伤害后的直接凝视神经处理。
Pub Date : 2023-10-26 DOI: 10.1093/scan/nsad053
Krysta Andrews, Chantelle S Lloyd, Maria Densmore, Breanne E Kearney, Sherain Harricharan, Margaret C McKinnon, Jean Théberge, Rakesh Jetly, Ruth A Lanius

Direct eye contact is essential to understanding others' thoughts and feelings in social interactions. However, those with post-traumatic stress disorder (PTSD) and exposure to moral injury (MI) may exhibit altered theory-of-mind (ToM)/mentalizing processes and experience shame which precludes one's capacity for direct eye contact. We investigated blood oxygenation level-dependent (BOLD) responses associated with direct vs averted gaze using a virtual reality paradigm in individuals with PTSD (n = 28) relative to healthy controls (n = 18) following recall of a MI vs a neutral memory. Associations between BOLD responses and clinical symptomatology were also assessed. After MI recall, individuals with PTSD showed greater activation in the right temporoparietal junction as compared to controls (T = 4.83; pFDR < 0.001; k = 237) during direct gaze. No significant activation occurred during direct gaze after neutral memory recall. Further, a significant positive correlation was found between feelings of distress and right medial superior frontal gyrus activation in individuals with PTSD (T = 5.03; pFDR = 0.049; k = 123). These findings suggest that direct gaze after MI recall prompts compensatory ToM/mentalizing processing. Implications for future interventions aimed at mitigating the effects of PTSD on social functioning are discussed.

在社交互动中,直接的眼神交流对于理解他人的想法和感受至关重要。然而,那些患有创伤后应激障碍(PTSD)和精神损伤(MI)的人可能会表现出心理理论(ToM)/心理化过程的改变,并经历羞耻感,这阻碍了一个人进行直接眼神交流的能力。我们使用虚拟现实范式对PTSD患者的血氧水平依赖性(BOLD)反应进行了研究,这些反应与直接凝视和转移凝视相关(n = 28)相对于健康对照组(n = 18) MI与中性记忆的回忆。还评估了BOLD反应与临床症状之间的关系。MI回忆后,PTSD患者与对照组相比,右侧颞顶叶交界处表现出更大的激活(T = 4.83;pFDR
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引用次数: 0
Neural correlates of successful emotion recognition in healthy elderly: a multimodal imaging study. 健康老年人成功情绪识别的神经相关性:一项多模式成像研究。
Pub Date : 2023-10-26 DOI: 10.1093/scan/nsad058
Isabella Orlando, Carlo Ricci, Ludovica Griffanti, Nicola Filippini

The ageing process is associated with reduced emotional recognition (ER) performance. The ER ability is an essential part of non-verbal communication, and its role is crucial for proper social functioning. Here, using the 'Cambridge Centre for Ageing and Neuroscience cohort sample', we investigated when ER, measured using a facial emotion recognition test, begins to consistently decrease along the lifespan. Moreover, using structural and functional MRI data, we identified the neural correlates associated with ER maintenance in the age groups showing early signs of ER decline (N = 283; age range: 58-89 years). The ER performance was positively correlated with greater volume in the superior parietal lobule, higher white matter integrity in the corpus callosum and greater functional connectivity in the mid-cingulate area. Our results suggest that higher ER accuracy in older people is associated with preserved gray and white matter volumes in cognitive or interconnecting areas, subserving brain regions directly involved in emotional processing.

衰老过程与情绪识别(ER)表现下降有关。ER能力是非言语交际的重要组成部分,其作用对正常的社交功能至关重要。在这里,我们使用“剑桥老龄化和神经科学中心队列样本”,研究了使用面部情绪识别测试测量的ER何时开始在寿命中持续下降。此外,使用结构和功能MRI数据,我们在显示ER下降早期迹象的年龄组(N=283;年龄范围:58-89岁)中确定了与ER维持相关的神经相关性。ER表现与顶叶上小叶的体积更大、胼胝体的白质完整性更高以及扣带中部区域的功能连接更大呈正相关。我们的研究结果表明,老年人较高的ER准确率与认知或互连区域的灰质和白质体积保持有关,这些区域是直接参与情绪处理的辅助大脑区域。
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引用次数: 0
Conscious expectancy rather than associative strength elicits brain activity during single-cue fear conditioning. 在单线索恐惧条件下,意识预期而非联想强度会引发大脑活动。
Pub Date : 2023-10-24 DOI: 10.1093/scan/nsad054
Laurent Grégoire, Tyler D Robinson, Jong Moon Choi, Steven G Greening

The neurocognitive processes underlying Pavlovian conditioning in humans are still largely debated. The conventional view is that conditioned responses (CRs) emerge automatically as a function of the contingencies between a conditioned stimulus (CS) and an unconditioned stimulus (US). As such, the associative strength model asserts that the frequency or amplitude of CRs reflects the strength of the CS-US associations. Alternatively, the expectation model asserts that the presentation of the CS triggers conscious expectancy of the US, which is responsible for the production of CRs. The present study tested the hypothesis that there are dissociable brain networks related to the expectancy and associative strength theories using a single-cue fear conditioning paradigm with a pseudo-random intermittent reinforcement schedule during functional magnetic resonance imaging. Participants' (n = 21) trial-by-trial expectations of receiving shock displayed a significant linear effect consistent with the expectation model. We also found a positive linear relationship between the expectancy model and activity in frontoparietal brain areas including the dorsolateral prefrontal cortex (PFC) and dorsomedial PFC. While an exploratory analysis found a linear relationship consistent with the associated strength model in the insula and early visual cortex, our primary results are consistent with the view that conscious expectancy contributes to CRs.

人类巴甫洛夫条件反射的神经认知过程仍有很大争议。传统观点认为,条件反应(CR)是条件刺激(CS)和非条件刺激(US)之间偶然性的函数,会自动出现。因此,关联强度模型断言CR的频率或幅度反映了CS-US关联的强度。或者,期望模型断言CS的呈现触发了美国的有意识期望,美国负责CR的产生。本研究在功能磁共振成像过程中,使用具有伪随机间歇强化时间表的单线索恐惧条件反射范式,检验了存在与预期和联想强度理论相关的可分离大脑网络的假设。参与者(n=21)对接受电击的逐个试验的预期显示出与预期模型一致的显著线性效应。我们还发现,预期模型与包括背外侧前额叶皮层(dlPFC)和背内侧前额叶皮层在内的额顶脑区域的活动之间存在正线性关系。虽然一项探索性分析发现,在脑岛和早期视觉皮层中存在与相关强度模型一致的线性关系,但我们的主要结果与有意识预期有助于条件性反应的观点一致。
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引用次数: 0
Unpacking reappraisal: a systematic review of fMRI studies of distancing and reinterpretation. 重新评估:功能磁共振成像对距离和重新解释研究的系统综述。
Pub Date : 2023-10-05 DOI: 10.1093/scan/nsad050
Bryan T Denny, Mallory L Jungles, Pauline N Goodson, Eva E Dicker, Julia Chavez, Jenna S Jones, Richard B Lopez

In recent decades, a substantial volume of work has examined the neural mechanisms of cognitive reappraisal. Distancing and reinterpretation are two frequently used tactics through which reappraisal can be implemented. Theoretical frameworks and prior evidence have suggested that the specific tactic through which one employs reappraisal entails differential neural and psychological mechanisms. Thus, we were motivated to assess the neural mechanisms of this distinction by examining the overlap and differentiation exhibited by the neural correlates of distancing (specifically via objective appraisal) and reinterpretation. We analyzed 32 published functional magnetic resonance imaging (fMRI) studies in healthy adults using multilevel kernel density analysis. Results showed that distancing relative to reinterpretation uniquely recruited right bilateral dorsolateral PFC (DLPFC) and left posterior parietal cortex, previously associated with mentalizing, selective attention and working memory. Reinterpretation relative to distancing uniquely recruited left bilateral ventrolateral PFC (VLPFC), previously associated with response selection and inhibition. Further, distancing relative to reinterpretation was associated with greater prevalence of bilateral amygdala attenuation during reappraisal. Finally, a behavioral meta-analysis showed efficacy for both reappraisal tactics. These results are consistent with prior theoretical models for the functional neural architecture of reappraisal via distancing and reinterpretation and suggest potential future applications in region-of-interest specification and neural network analysis in studies focusing on specific reappraisal tactics.

近几十年来,大量的工作研究了认知重新评价的神经机制。疏远和重新解释是两种经常使用的策略,通过这两种策略可以进行重新评估。理论框架和先前的证据表明,重新评估的具体策略需要不同的神经和心理机制。因此,我们有动机通过检查距离(特别是通过客观评估)和重新解释的神经相关性所表现出的重叠和分化来评估这种区别的神经机制。我们使用多水平核密度分析对32项已发表的健康成年人功能性磁共振成像(fMRI)研究进行了分析。结果表明,相对于重新解释的距离独特地招募了右侧双侧背外侧PFC(DLPFC)和左侧后顶叶皮层,这些皮层以前与心理化、选择性注意力和工作记忆有关。与距离相关的重新解释——独特招募的左侧双侧腹外侧PFC(VLPFC),以前与反应选择和抑制有关。此外,与重新解释相关的距离与重新评估期间双侧杏仁核衰减的更高患病率有关。最后,一项行为荟萃分析显示了这两种重新评估策略的有效性。这些结果与先前通过距离和重新解释进行重新评估的功能神经结构的理论模型一致,并表明了在关注特定重新评估策略的研究中,在兴趣区域规范和神经网络分析方面的潜在未来应用。
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引用次数: 0
Learning from in-group and out-group models induces separative effects on human mate copying. 从组内和组外模型中学习会对人类配偶复制产生分离效应。
Pub Date : 2023-10-03 DOI: 10.1093/scan/nsad051
Jiajia Xie, Lin Li, Yang Lu, Jinying Zhuang, Yuyan Wu, Peng Li, Li Zheng

Mate copying is a social learning process in which individuals gather public information about potential mates by observing models' choices. Previous studies have reported that individual attributes of female models affect mate copying, yet little is known about whether and how the group attributes of models influence mate copying. In the current behavioral and functional magnetic resonance imaging studies, female participants were asked to rate their willingness to choose the depicted males as potential romantic partners before and after observing in-group or out-group female models accepting, rejecting or being undecided (baseline) about the males. Results showed that participants changed their ratings to align with the models' acceptance or rejection choices. Compared to rejection copying, the effect of acceptance copying was stronger and regulated by in- and out-group models, manifesting a discounting copying effect when learning from out-group models. At the neural level, for acceptance copying, stronger temporoparietal junction (TPJ) activity and connectivity between TPJ and anterior medial prefrontal cortex (amPFC) were observed when female models belonged to out-group members; meanwhile, the functional connection of TPJ and amPFC positively predicted the rating changes when learning from out-group models. The results indicated that participants might need more resources to infer out-group members' intentions to overcome the in-group bias during acceptance copying.

配偶复制是一种社会学习过程,个体通过观察模型的选择来收集关于潜在配偶的公共信息。先前的研究表明,女性模型的个体属性会影响配偶复制,但对模型的群体属性是否以及如何影响配偶复制知之甚少。在目前的行为和功能磁共振成像研究中,女性参与者被要求在观察组内或组外女性模型接受、拒绝或对男性犹豫不决(基线)之前和之后,对她们选择所描绘的男性作为潜在浪漫伴侣的意愿进行评分。结果显示,参与者改变了他们的评分,以符合模型的接受或拒绝选择。与拒绝复制相比,接受复制的效果更强,并受到组内和组外模型的调节,在从组外模型学习时表现出折扣复制效应。在神经水平上,对于接受复制,当女性模型属于组外成员时,观察到更强的颞顶叶结合部(TPJ)活动以及TPJ与前内侧前额叶皮层(amPFC)之间的连接;同时,当从组外模型学习时,TPJ和amPFC的功能连接正预测了评级变化。结果表明,参与者可能需要更多的资源来推断出小组成员的意图,以克服接受复制过程中的组内偏见。
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引用次数: 0
Variability in the expression and perception of positive affect in human infancy. 人类婴儿期积极情感表达和感知的可变性。
Pub Date : 2023-09-27 DOI: 10.1093/scan/nsad049
Tobias Grossmann, Adrienne Wood

Positive emotions play a critical role in guiding human behavior and social interactions. This study examined whether and how genetic variability in the oxytocin system is linked to individual differences in expressing positive affect in human infants. Our results show that genetic variation in CD38 (rs3796863), previously linked to increased release of oxytocin, was associated with higher rates of positive affective displays among a sample of 7-month-old infants, using established parent-report measures. Moreover, infants displaying increased levels of positive affect (smiling and laughter) also showed enhanced brain responses in the right inferior frontal cortex, a brain region previously linked to perception-action coupling, when viewing others smile at them. These findings suggest that, from early in development, genetic variation in the oxytocin system is associated with individual differences in expressed positive affect, which in turn are linked to differences in perceiving positive affect. This helps uncover the neurobiological processes accounting for variability in the expression and perception of positive affect in infancy.

积极的情绪在引导人类行为和社会互动方面发挥着至关重要的作用。这项研究考察了催产素系统的遗传变异是否以及如何与人类婴儿表达积极情感的个体差异有关。我们的研究结果表明,在7个月大的婴儿样本中,CD38(rs3796863)的基因变异(以前与催产素释放增加有关)与更高的积极情感表现率有关,使用既定的父母报告测量。此外,表现出积极情绪(微笑和大笑)水平增加的婴儿在看到他人对他们微笑时,右下额叶皮层的大脑反应也有所增强,这是一个以前与感知-动作耦合有关的大脑区域。这些发现表明,从发育早期开始,催产素系统的基因变异就与表达积极情感的个体差异有关,而表达积极情感又与感知积极情感的差异有关。这有助于揭示婴儿期积极情感表达和感知变化的神经生物学过程。
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引用次数: 0
When Brain Stimulation Backfires: The Effects of Prefrontal Cortex Stimulation on Impulsivity. 当大脑刺激起反作用时:前额叶皮层刺激对冲动的影响》(The Effects of Prefrontal Cortex Stimulation on Impulsivity)。
Pub Date : 2020-04-02 DOI: 10.31219/osf.io/jv9bc
S. Bell, B. Turner, L. Sawaki, N. Dewall
Transcranial direct current stimulation can sometimes cause the opposite of its intended effect. These reverse effects may be related in part to individual differences in personality and neurochemistry. Previous studies have demonstrated that dopamine levels can impact the effects of tDCS. In the present study, 124 healthy participants took the UPPS Impulsive Behavior scale. Participants then underwent a single, randomized anodal or sham tDCS session on the prefrontal cortex. While the effects of tDCS were still active, they performed the Stop Signal Task, a measure of state impulsivity. tDCS was associated with increased errors on this task in people who had higher scores on the UPPS in two facets of impulsivity that correlate with dopamine levels. tDCS had no effects on people low in trait impulsivity. These results suggest that the reverse effects of tDCS could be associated with inter-individual differences in personality and neurochemistry.
经颅直流电刺激有时会产生与预期效果相反的效果。这些反向效应可能部分与个体的性格和神经化学差异有关。以往的研究表明,多巴胺水平会影响经颅直流电刺激的效果。在本研究中,124 名健康参与者参加了 UPPS 冲动行为量表的测试。然后,参与者在前额叶皮层接受了一次随机阳极或假的 tDCS 治疗。tDCS对特质冲动性较低的人没有影响。这些结果表明,tDCS的反向效应可能与个体间的人格和神经化学差异有关。
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引用次数: 9
期刊
Social cognitive and affective neuroscience
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