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Willingness to trust is reduced by loneliness and paranoia. 信任的意愿会因为孤独和偏执而降低。
Pub Date : 2025-12-30 DOI: 10.1038/s44271-025-00384-6
Gabriele Bellucci, Mehdi Keramati, Esther Hanssen, Anne-Kathrin Fett

Loneliness is associated with negative social behaviors, impairing social relationships. However, the underlying mechanisms are poorly understood. Here, we investigated the relationship between paranoid thoughts and lonely individuals' willingness to rely on expectations of partner reciprocity in an investment game with individuals with and without psychosis (54 participants). We found that loneliness and paranoia were strongly correlated with each other and with more distrustful behavior after breaches of trust. Sensitivity to changes in partner reciprocity was higher in lonelier and more paranoid individuals. Lonelier individuals also trusted highly reciprocating partners less. Computational modeling revealed that lonelier and more paranoid individuals were less willing to rely on expectations of partner reciprocity. Importantly, these effects were observed in both patients and controls, indicating the important role of loneliness and paranoia in both clinical and general populations. These findings demonstrate how loneliness relates to social behaviors and expectations, pointing to important downstream implications for lonely individuals' relationships.

孤独与消极的社会行为有关,损害社会关系。然而,人们对其潜在机制知之甚少。在这里,我们调查了偏执思想与孤独个体依赖伙伴互惠期望的意愿之间的关系,这些个体有精神病和没有精神病(54名参与者)。我们发现,孤独和偏执彼此密切相关,并且在违背信任后会产生更多的不信任行为。孤独和偏执的个体对伴侣互惠变化的敏感度更高。孤独的人也不太信任回报度高的伴侣。计算模型显示,孤独和偏执的人不太愿意依赖伴侣互惠的期望。重要的是,这些影响在患者和对照组中都观察到了,表明孤独和偏执在临床和一般人群中都起着重要作用。这些发现证明了孤独是如何与社会行为和期望相关的,并指出了孤独个体关系的重要下游含义。
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引用次数: 0
Sequence structure in children's speech reveals non-linear development of relations between word categories. 儿童言语中的序列结构揭示了词类之间关系的非线性发展。
Pub Date : 2025-12-26 DOI: 10.1038/s44271-025-00380-w
Maja Linke, Michael Ramscar

Why do children learn some words earlier than others? Can children's speech patterns reveal how their evolving models of language determine what they learn? This study presents a systemic analysis of children's speech using low-dimensional embeddings to examine how the contextual knowledge reflected in their utterances reorganizes as linguistic experience increases. We analyzed age-stratified samples from the CHILDES database (18-36 months: n = 1,693,641 tokens; 3-6 years: n = 1,750,007; 5-12 years: n = 1,721,828) and adult speech from the SUBS2VEC subtitle corpus (n = 1,742,885). Our results suggest that the order and position of words in sequences produced by children from different age groups reflect changes in the way they represent categories of words. Rather than being ungrammatical, children's utterances appear to be structured by temporary grammars that optimize the distribution of information in sequences. The results point to shifts in how words are organized in semantic space, reflecting the gradual alignment of lexical categories during learning; this restructuring appears to draw on functionally ambiguous (multipurpose) categories in English. These findings are somewhat counterintuitive, as they suggest that not knowing the exact meaning of words can facilitate both learning and communication.

为什么孩子比其他人更早学习一些单词?儿童的语言模式能否揭示他们的语言进化模式如何决定他们学习的内容?本研究采用低维嵌入对儿童言语进行系统分析,以考察随着语言经验的增加,儿童话语中所反映的语境知识是如何重组的。我们分析了来自CHILDES数据库的年龄分层样本(18-36个月:n = 1,693,641个标记;3-6岁:n = 1,750,007; 5-12岁:n = 1,721,828)和来自SUBS2VEC字幕语料的成人语音(n = 1,742,885)。我们的研究结果表明,来自不同年龄组的儿童产生的单词序列的顺序和位置反映了他们表示单词类别的方式的变化。孩子们的话语并不是不符合语法,而是由临时语法构成的,这些语法优化了信息的顺序分布。结果表明,单词在语义空间中的组织方式发生了变化,反映了学习过程中词汇类别的逐渐对齐;这种重组似乎利用了英语中功能模糊(多用途)的类别。这些发现有些违反直觉,因为它们表明,不知道单词的确切含义可以促进学习和交流。
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引用次数: 0
The adaptive tasks and trade-offs that drive the human value system. 驱动人类价值体系的适应性任务和权衡。
Pub Date : 2025-12-23 DOI: 10.1038/s44271-025-00382-8
Noam Markovitch, Dan Hilman Amir, Rony Zer Kavod, Ariel Knafo-Noam, Yuval Hart

Human values inform behaviors, attitudes, and beliefs, but what shapes the human value system? Here, we employ Pareto analysis on the European Social Survey data (N = 411,904). Pareto analysis relies on an optimization framework to extract the drivers that shape people's individual variations. We found that individual differences in values are linked to balancing trade-offs between three adaptive tasks: Self-enhancement, Growth, and Conservation. Notably, value combinations that represent non-adaptive trade-off solutions, though considered theoretically possible, are absent from the data. These adaptive tasks are robust across two global samples, multiple countries, different religiosity levels, and age groups. Beyond identifying adaptive tasks, Pareto analysis provided a framework for assessing trade-off shifts across development and religiosity levels. This work paves the way for investigating the tasks' etiology and their underlying mechanisms. More broadly, Pareto analysis offers a principled approach to understanding individual differences in humans, revealing the adaptive tasks and trade-offs that drive complex psychological systems.

人类的价值观影响着行为、态度和信仰,但是是什么塑造了人类的价值体系呢?在这里,我们对欧洲社会调查数据(N = 411,904)采用了帕累托分析。帕累托分析依赖于一个优化框架来提取影响人们个体差异的驱动因素。我们发现,价值观的个体差异与三个适应性任务之间的平衡权衡有关:自我增强、成长和保护。值得注意的是,虽然在理论上被认为是可能的,但数据中没有表示非适应性权衡解决方案的值组合。这些适应性任务在两个全球样本、多个国家、不同的宗教信仰水平和年龄组中都是稳健的。除了识别适应性任务之外,帕累托分析还提供了一个框架,用于评估发展和宗教程度之间的权衡转移。这项工作为研究任务的病因及其潜在机制铺平了道路。更广泛地说,帕累托分析提供了一种理解人类个体差异的原则性方法,揭示了驱动复杂心理系统的适应性任务和权衡。
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引用次数: 0
Accented speech modulates multiple event-related potential components across multiple levels of language processing. 重音语音在语言处理的多个层次上调节多个与事件相关的潜在成分。
Pub Date : 2025-12-21 DOI: 10.1038/s44271-025-00345-z
Fernando Llanos, Yunan Charles Wu, Taylor J Abel, Lori L Holt

Accents are ubiquitous in spoken communication, and while listeners can rapidly adapt to accented speech, the neural mechanisms supporting this flexibility remain poorly understood. Successful adaptation requires developing new sound representations without compromising the stability of long-term speech norms. This delicate balance between plasticity and stability illustrates a fundamental challenge faced by all cognitive systems. To investigate how the brain manages this trade-off, we recorded electroencephalographic activity from 23 native English speakers as they categorized words produced in either canonical American English or an unfamiliar accent. We contrasted two potential mechanisms: one in which listeners fully restructure their sound-to-category mappings to reflect accent-specific pronunciations, and another in which they downweight the functional relevance of sounds that deviate from long-term expectations. Listeners relied on short-term speech regularities to reduce perceptual weighting of acoustic dimensions that did not conform to the canonical norm. Consistent with this perceptual shift, we observed less robust neural encoding of sound differences along the downweighted dimensions. Notably, these adaptive neural adjustments emerged as early as 100 milliseconds, at latencies associated with subphonemic auditory processing, and persisted through later stages linked to phonological and post-phonological processing. These findings indicate that rapid adaptation to unfamiliar accents involves downweighting the functional relevance of sound cues based on short-term input statistics, rather than fully restructuring native sound-to-category mappings. This mechanism enables flexible adjustment to novel speech inputs while preserving long-term linguistic representations, illustrating how the auditory system negotiates the trade-off between plasticity and representational stability.

口音在口语交流中无处不在,虽然听者可以迅速适应口音,但支持这种灵活性的神经机制仍然知之甚少。成功的适应需要在不损害长期言语规范稳定性的情况下发展新的声音表示。这种可塑性和稳定性之间的微妙平衡说明了所有认知系统面临的一个基本挑战。为了研究大脑是如何处理这种权衡的,我们记录了23名母语为英语的人的脑电图活动,他们分别用标准的美国英语和不熟悉的口音对单词进行分类。我们对比了两种潜在的机制:一种是听者完全重构他们的声音到类别的映射,以反映口音特定的发音,另一种是他们降低偏离长期预期的声音的功能相关性。听者依靠短期语音规律来降低不符合规范规范的声学维度的感知权重。与这种感知转变相一致,我们观察到沿降权重维度的声音差异的神经编码不那么稳健。值得注意的是,这些适应性神经调节早在100毫秒时就出现了,在与次音位听觉处理相关的潜伏期中,并持续到与音位和后音位处理相关的后期阶段。这些发现表明,快速适应不熟悉的口音涉及到基于短期输入统计的声音线索的功能相关性,而不是完全重构本地声音到类别的映射。这种机制能够灵活地调整新的语音输入,同时保持长期的语言表征,说明听觉系统如何在可塑性和表征稳定性之间进行权衡。
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引用次数: 0
Prosocial decisions in naturalistic helping scenarios are predicted by cost-benefit tradeoffs and individual disposition. 自然帮助情境下的亲社会决策是由成本-收益权衡和个人倾向预测的。
Pub Date : 2025-12-20 DOI: 10.1038/s44271-025-00371-x
Qianying Wu, Miao Song, Jackie Ayoub, David Dunning, Danyang Tian, Ehsan Moradi-Pari

The origins of human prosociality, in particular between strangers, are multifaceted. While laboratory studies support a cost-benefit account of helping, real-life scenarios involve additional socio-emotional motives grounded in subjective intuitions. How the cost-benefit model generalizes to everyday helping behavior remains unclear. In this study, we comprehensively assessed how motivations jointly shape helping across 100 naturalistic helping scenarios: an online sample (N1 = 215) rated willingness to help after reading brief vignettes, and a subset (N2 = 140) rated the strengths of candidate motivations elicited by each scenario. Two key factors-benefit to both helper and helpee, and cost to the helper-were identified through a factor analysis of the motivation ratings. We then successfully predicted helping decisions as a linear weighted sum of the two motivational factors, along with a dispositional helping bias. While a higher helping bias was associated with greater trait agreeableness and dispositional empathy, whereas individuals who prioritized cost over benefit exhibited higher levels of punishment sensitivity. Finally, we characterized the helping scenarios in three associated spaces: a decision space (willingness to help levels), a motivation space (two key motivational factors), and a semantic space (14 semantic types). Combining computational modeling with naturalistic helping contexts, this approach provides an integrated account of prosocial motivation and clarifies how individual differences in personality map onto real-world helping behaviors.

人类亲社会的起源,尤其是陌生人之间的亲社会,是多方面的。虽然实验室研究支持帮助的成本效益,但现实生活中的场景涉及基于主观直觉的额外社会情感动机。成本效益模型如何推广到日常的帮助行为尚不清楚。在这项研究中,我们全面评估了动机如何共同影响100个自然的帮助场景:一个在线样本(N1 = 215)在阅读简短的小插曲后评估了帮助的意愿,一个子集(N2 = 140)评估了每个场景引发的候选人动机的优势。通过对动机评级的因素分析,确定了两个关键因素——帮助者和被帮助者的利益,以及帮助者的成本。然后,我们成功地将帮助决策预测为两种动机因素的线性加权和,以及性格上的帮助偏见。较高的帮助倾向与较高的特质亲和性和性格共情有关,而优先考虑成本而非收益的个体表现出更高的惩罚敏感性。最后,我们在三个相关空间中描述了帮助场景:决策空间(帮助意愿水平)、动机空间(两个关键动机因素)和语义空间(14种语义类型)。该方法将计算模型与自然主义帮助情境相结合,提供了亲社会动机的综合解释,并阐明了人格的个体差异如何映射到现实世界的帮助行为。
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引用次数: 0
Self-referential judgments from the same personality trait scales show increased representational similarity in mPFC. 来自相同人格特质量表的自我参照判断在mPFC中表现出更高的表征相似性。
Pub Date : 2025-12-20 DOI: 10.1038/s44271-025-00365-9
Keise Izuma, Ayahito Ito, Kazuki Yoshida, Ryuta Aoki

Self-report questionnaires are widely used across psychology and related disciplines, yet the cognitive and neural processes underlying how individuals generate responses to such items remain poorly understood. Here, we investigated whether items from the same psychological scale evoke similar neural activation patterns in the medial prefrontal cortex (mPFC), a region consistently implicated in self-referential processing. While undergoing functional magnetic resonance imaging (fMRI), 32 participants completed a self-reference task in which they judged how well 72 personality-related questionnaire items (e.g., from the Big Five, emotion regulation, and well-being scales) described themselves. Using representational similarity analysis (RSA), we found that items from the same scale elicited more similar multivoxel activation patterns in the mPFC compared to items from different scales. This effect was specific to the self-reference task and was not observed during a semantic judgment control task using the same items. Furthermore, the mPFC encoded not only categorical scale membership but also a small but consistent graded component of psychological similarity among scales, as reflected in inter-scale behavioral correlations. Importantly, these effects remained significant even after controlling for sentence-level semantic similarity using multiple regression RSA, indicating that the observed neural structure reflects psychological rather than linguistic similarity. These findings suggest that the mPFC integrates internally constructed evidence in a construct-sensitive manner during self-report. They also provide insight into how psychological assessment corresponds to neural representation.

自我报告问卷被广泛应用于心理学和相关学科,然而,个体如何对这些项目产生反应的认知和神经过程仍然知之甚少。在这里,我们研究了来自相同心理量表的项目是否在内侧前额叶皮层(mPFC)中引起相似的神经激活模式,该区域始终与自我参照加工有关。在接受功能磁共振成像(fMRI)的同时,32名参与者完成了一项自我参照任务,在这项任务中,他们判断72项与人格相关的问卷项目(例如,五大人格、情绪调节和幸福感量表)对自己的描述。利用表征相似性分析(RSA),我们发现来自相同尺度的项目在mPFC中引发的多体素激活模式比来自不同尺度的项目更相似。这种效应只存在于自我参照任务中,而在使用相同项目的语义判断控制任务中没有观察到。此外,mPFC不仅编码了分类量表的隶属度,还编码了量表间心理相似性的小而一致的分级成分,这反映在量表间的行为相关性中。重要的是,即使在使用多重回归RSA控制句子级语义相似性之后,这些效应仍然显著,这表明观察到的神经结构反映的是心理相似性而不是语言相似性。这些发现表明,在自我报告过程中,mPFC以构建敏感的方式整合内部构建的证据。它们还提供了关于心理评估如何与神经表征相对应的见解。
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引用次数: 0
Relationships between light exposure and aspects of cognitive function in everyday life. 日常生活中光照与认知功能之间的关系。
Pub Date : 2025-12-16 DOI: 10.1038/s44271-025-00373-9
Altug Didikoglu, Tom Woelders, Lucien Bickerstaff, Navid Mohammadian, Sheena Johnson, Martie van Tongeren, Alexander J Casson, Timothy M Brown, Robert J Lucas

Light exposure can modulate cognitive function, yet its effects outside of controlled laboratory settings remain insufficiently explored. To examine the relationship between real-world light exposure and cognitive performance, we assessed personal light exposure and measured subjective sleepiness, vigilance, working memory, and visual search performance over 7 days of daily life, in a convenience sample of UK adults (n = 58) without significant circadian challenge (shiftwork or jet-lag). A subset of participants (n = 41) attended an in-lab session comprising a battery of pupillometric and psychophysical tests aimed to quantify melanopsin-driven visual responses. We find significant associations between recent light exposure and subjective sleepiness. Recent light exposure was also associated with reaction times for both psychomotor vigilance and working memory tasks. In addition, higher daytime light exposure and an exposure pattern with reduced fragmentation were linked to improved cognitive performance across visual search, psychomotor vigilance, and working memory tasks. Higher daytime light exposure and earlier estimated bedtimes were associated with stronger relationships between recent light exposure and subjective sleepiness. These results provide real world support for the notion that intra- and inter-individual differences in light exposure meaningfully influence aspects of cognition, with beneficial effects of short-term bright light and of habitual light exposure patterns characterized by brighter daytimes, earlier rest phase, and greater intra- and inter-daily stability.

光照可以调节认知功能,但其在受控实验室环境之外的影响仍未得到充分探索。为了研究现实世界的光照与认知表现之间的关系,我们在没有明显昼夜节律挑战(倒班或时差)的英国成年人(n = 58)的便利样本中,评估了个人光照情况,并测量了7天日常生活中的主观嗜睡、警觉性、工作记忆和视觉搜索表现。一部分参与者(n = 41)参加了一个实验室会议,包括一系列瞳孔测量和心理物理测试,旨在量化黑视素驱动的视觉反应。我们发现最近的光照与主观困倦之间存在显著关联。最近的光照也与精神运动警觉性和工作记忆任务的反应时间有关。此外,较高的白天光照和较少碎片化的光照模式与视觉搜索、精神运动警惕性和工作记忆任务中的认知表现改善有关。较高的白天光照和较早的估计就寝时间与最近的光照和主观困倦之间的关系密切相关。这些结果为以下观点提供了现实世界的支持:光照的个体内部和个体之间的差异会对认知的各个方面产生有意义的影响,短期明亮的光照和以白天更明亮、休息阶段更早、每日内部和每日之间更稳定为特征的习惯光照模式具有有益的影响。
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引用次数: 0
4/4 and more, rhythmic complexity more strongly predicts groove in common meters. 4/4及以上,节奏复杂性更强烈地预示着普通拍子的凹槽。
Pub Date : 2025-12-16 DOI: 10.1038/s44271-025-00360-0
Connor Spiech, Guilherme Schmidt Câmara, Julian Fuhrer, Virginia Penhune

The pleasurable urge to move to music, termed "groove," is thought to arise from the tension between top-down metric expectations or predictions and rhythmic complexity. Specifically, groove ratings are highest for moderately complex rhythms, balancing expectation and surprise. To test this, meter and rhythmic complexity need to be manipulated independently to assess their impact on groove. Thus, we compared Western listeners' ratings for musical clips of varying rhythmic complexity composed in either the most common Western meter (4/4) or less common meters (e.g., 7/8). In several behavioral studies (Experiment 1, N = 143; Experiment 2, N = 120; Experiment 3, N = 120), we used Bayesian regression to show that groove is greatest for moderately complex rhythms, but only in 4/4. In non-4/4 meters, simpler rhythms elicited the greatest groove. This provides support for the theory that bottom-up rhythmic features interact with meter in a way that shapes the pleasurable urge to move to music.

随着音乐移动的愉悦冲动,被称为“groove”,被认为是由自上而下的韵律期望或预测与节奏复杂性之间的紧张关系产生的。具体来说,对于中等复杂的节奏,平衡期望和惊喜,最佳评分是最高的。为了测试这一点,节拍和节奏的复杂性需要独立操作,以评估它们对凹槽的影响。因此,我们比较了西方听众对以最常见的西方拍子(4/4)和不太常见的拍子(如7/8)组成的不同节奏复杂性的音乐片段的评分。在几个行为学研究中(实验1,N = 143;实验2,N = 120;实验3,N = 120),我们使用贝叶斯回归表明,凹槽在中等复杂的节奏中是最大的,但只有在4/4节奏中。在非4/4米中,更简单的节奏激发出最大的凹槽。这为自下而上的节奏特征与节拍相互作用的理论提供了支持,这种方式塑造了欢快的音乐冲动。
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引用次数: 0
Event segmentation applications in large language model enabled automated recall assessments. 事件分割应用程序在大型语言模型中支持自动召回评估。
Pub Date : 2025-12-15 DOI: 10.1038/s44271-025-00359-7
Ryan A Panela, Alexander J Barnett, Morgan D Barense, Björn Herrmann

Understanding how individuals perceive and recall information in their natural environments is critical to understanding potential failures in perception (e.g., sensory loss) and memory (e.g., dementia). Event segmentation, the process of identifying distinct events within dynamic environments, is central to how we perceive, encode, and recall experiences. This cognitive process not only influences moment-to-moment comprehension but also shapes event specific memory. Despite the importance of event segmentation and event memory, current research methodologies rely heavily on human judgements for assessing segmentation patterns and recall ability, which are subjective and time-consuming. A few approaches have been introduced to automate event segmentation and recall scoring, but validity with human responses and ease of implementation require further advancements. To address these concerns, we leverage Large Language Models (LLMs) to automate event segmentation and assess recall of written narratives, employing chat completion and text-embedding models, respectively. We validated these models against human annotations and determined that LLMs can accurately identify event boundaries, and that human event segmentation is more consistent with LLMs than among humans themselves. Using this framework, we advanced an automated approach for recall assessments which revealed semantic similarity between segmented narrative events and participant recall can estimate recall performance. Our findings demonstrate that LLMs can effectively simulate human segmentation patterns and provide recall evaluations that are a scalable alternative to manual scoring. This research opens avenues for studying the intersection between perception, memory, and cognitive impairment using methodologies driven by artificial intelligence.

了解个体如何在自然环境中感知和回忆信息对于理解感知(如感觉丧失)和记忆(如痴呆)的潜在失败至关重要。事件分割,即在动态环境中识别不同事件的过程,是我们如何感知、编码和回忆经历的核心。这一认知过程不仅影响到瞬间的理解,而且塑造了特定事件的记忆。尽管事件分割和事件记忆非常重要,但目前的研究方法严重依赖于人类的判断来评估分割模式和回忆能力,这是主观且耗时的。已经引入了一些方法来自动化事件分割和召回评分,但是人类响应的有效性和易于实现需要进一步的改进。为了解决这些问题,我们利用大型语言模型(llm)来自动化事件分割和评估书面叙述的回忆,分别采用聊天完成和文本嵌入模型。我们针对人类注释验证了这些模型,并确定llm可以准确地识别事件边界,并且人类事件分割与llm比人类本身更一致。利用这一框架,我们提出了一种自动化的回忆评估方法,揭示了分段叙事事件和参与者回忆之间的语义相似性可以估计回忆的性能。我们的研究结果表明,llm可以有效地模拟人类分割模式,并提供召回评估,这是手动评分的可扩展替代方案。这项研究为使用人工智能驱动的方法研究感知、记忆和认知障碍之间的交叉开辟了道路。
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引用次数: 0
No disconnection syndrome after near-complete callosotomy. 近完全胼胝体切开术后无脱连综合征。
Pub Date : 2025-12-15 DOI: 10.1038/s44271-025-00377-5
Selin Bekir, Johanna L Hopf, Theresa Paul, Valerie M Wiemer, Tyler Santander, Henri E Skinner, Anna Rada, Friedrich G Woermann, Thilo Kalbhenn, Barry Giesbrecht, Christian G Bien, Olaf Sporns, Michael S Gazzaniga, Lukas J Volz, Michael B Miller

Sensorimotor processing in the human brain is largely lateralized, with the corpus callosum integrating these processes into a unified experience. Following complete callosotomy, this integration breaks down, resulting in disconnection syndromes. We asked how much of the corpus callosum is sufficient to support functional unity-the absence of disconnection syndrome-by comparing three complete callosotomy patients with one retaining only the splenium. Using lateralized tasks across visual, tactile, visuospatial, and language domains, we predicted domain-specific deficits in the splenium-only patient based on established anatomical models of callosal topography. Strikingly, while complete callosotomy patients exhibited disconnection syndromes, the splenium patient demonstrated functional unity across all domains-as if his entire corpus callosum were intact. Our findings highlight the brain's remarkable capacity to maintain behavioral integration through minimal preserved pathways, highlighting how the structure-dependent reorganizational capacity of the human brain may allow to preserve functional unity.

人类大脑的感觉运动处理在很大程度上是侧化的,胼胝体将这些过程整合为一个统一的体验。在完全胼胝体切开术后,这种整合被破坏,导致断开综合征。我们通过比较三名完全胼胝体切开术患者和一名仅保留脾的患者,来询问胼胝体的多少足以支持功能的统一——不存在断开综合征。利用视觉、触觉、视觉空间和语言领域的侧化任务,我们基于胼胝体地形的既定解剖模型预测了仅脾患者的领域特异性缺陷。引人注目的是,当完全胼胝体切开术患者表现出断开综合征时,脾脏患者表现出所有领域的功能统一,就好像他的整个胼胝体是完整的。我们的发现强调了大脑通过最小保留通路维持行为整合的非凡能力,强调了人类大脑的结构依赖重组能力如何允许保持功能统一。
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引用次数: 0
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Communications Psychology
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