Concept Formation

概念形成
  • 文章类型: Journal Article
    背景:自我报告健康是调查和问卷调查中广泛使用的健康指标。当研究发现该措施与1970年代和1980年代的死亡率有关时,该措施引起了关注。该措施还与发病率和其他健康结果有关,例如卫生服务的利用。自我报告的健康对于年轻人来说是一个特别有用的衡量标准,因为这个年龄组通常在临床上是健康的。然而,众所周知,许多慢性疾病的潜伏期长,在生命早期开始。由于其预测性,自我报告的健康状况可用于估计年轻人当前和未来的健康状况。尽管它广泛使用,然而,自我报告的健康仍然是一个知之甚少的概念。本文提出了系统审查的方案,该方案将确定和综合定性研究,调查年轻人在评估他们的健康状况时考虑的因素,当他们谈论整体健康时。
    方法:审查的人群是10-24岁的年轻人,有或没有健康状况。我们将搜索MEDLINE(Ovid®)的数据库,PsycINFO(APAPsycNet),ProQuest社会学合集,和WebofScienceCoreCollection™。我们还将利用参考文献检查和正向引文搜索的技术,因为这一策略已被证明在社会科学系统评价中产生了更多的高质量研究。在初步搜索中使用了GoogleScholar和Google搜索;GoogleScholar将用于正向引用搜索。我们将包括用英语写的研究,德语,或芬兰语;没有较低的日期限制。一位审阅者将筛选所有引用。第二个审阅者将独立筛选20%的摘要样本。数据将由一名研究人员提取,另外两名研究人员将独立审查所有提取的数据,质量评估将由第一审核人完成。我们将利用质量框架来评估包含的文章和定性研究的主题综合。
    结论:本系统评价的结果将提高对健康自我评估过程中考虑的因素的理解;这将改善对定量研究结果的解释。此外,提高对健康概念的理解将有助于制定支持年轻人健康的健康政策和干预措施。
    背景:PROSPEROCRD42022367519.
    BACKGROUND: Self-reported health is a widely used health indicator in surveys and questionnaires. The measure gained attention when research identified its association with mortality in the 1970s and 1980s. The measure is also associated with morbidity and other health outcomes such as the utilisation of health services. Self-reported health is a particularly useful measure for young people because this age group is generally clinically healthy. However, it is known that many chronic conditions have long latency periods that are initiated early in life. Because of its predictive nature, self-reported health can be used to estimate young people\'s current and future health. Despite its widespread use, however, self-reported health remains a poorly understood concept. This paper presents the protocol for a systematic review that will identify and synthesise qualitative studies that investigate the factors that are considered by young people when they assess their health, and when they talk about health overall.
    METHODS: The population of the review is young people aged 10-24 years, with or without health conditions. We will search the databases of MEDLINE (Ovid®), PsycINFO (APA PsycNet), ProQuest Sociology Collection, and Web of Science Core Collection™. We will also utilise techniques of reference checking and forward citation searching, as this strategy has been shown to result in a higher number of high-quality studies in social science systematic reviews. Google Scholar and Google Search were used during preliminary searches; Google Scholar will be utilised for forward citation searching. We will include studies written in English, German, or Finnish; there will be no lower date limit. One reviewer will screen all citations. A second reviewer will independently screen a sample of 20% of the abstracts. Data will be extracted by one researcher, two other researchers will independently review all data extracted, and quality appraisal will be completed by the first reviewer. We will utilise the Quality Framework for the appraisal of included articles and thematic synthesis of qualitative studies.
    CONCLUSIONS: The results of this systematic review will improve the understanding of the factors that are considered during the self-assessments of health; this will improve the interpretation of the results of quantitative research. Also, an improved understanding of the conceptualisation of health will inform the development of health policies and interventions that support young people\'s health.
    BACKGROUND: PROSPERO CRD42022367519.
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  • 文章类型: Journal Article
    组合思想,或将有限的概念集组合成无数复杂的思想和知识结构的能力,是人类思维生产力的关键,是沟通的基础,科学,技术,和艺术。尽管组合思维对人类认知和文化的重要性,它的发展起源仍然未知。为了解决这个问题,我们测试了12个月大的婴儿(N=60)他们还不能说话,只能听懂几句话,可以结合由口头输入激活的数量和种类概念。我们分两步进行:第一,我们教婴儿两个表示数量的新标签(例如,1项\"mize\";2项\"padu\",实验1)。然后,我们评估了他们是否可以在听到包含其标签的复杂表达式时结合数量和种类概念(例如,“帕杜鸭子”,实验2-3)。在测试中,婴儿查看了四组不同的对象(例如,1只鸭子,2只鸭子,1个球,2个球),同时呈现目标短语(例如,\“paduduck\”)命名其中一个(例如,2只鸭子)。他们成功地在线检索和组合了标记的概念,这一点得到了证明,增加了对命名集的关注,而不是对干扰集的关注。我们的结果表明,在生命的第一年结束时,可以使用组合过程来构建复杂的表示形式。婴儿的思想似乎旨在以新颖的生产性方式整合概念。这种能力可以是破译(一种或多种)环境语言和构建能够实现快速和灵活学习的抽象经验模型的先决条件。
    Combinatorial thought, or the ability to combine a finite set of concepts into a myriad of complex ideas and knowledge structures, is the key to the productivity of the human mind and underlies communication, science, technology, and art. Despite the importance of combinatorial thought for human cognition and culture, its developmental origins remain unknown. To address this, we tested whether 12-mo-old infants (N = 60), who cannot yet speak and only understand a handful of words, can combine quantity and kind concepts activated by verbal input. We proceeded in two steps: first, we taught infants two novel labels denoting quantity (e.g., \"mize\" for 1 item; \"padu\" for 2 items, Experiment 1). Then, we assessed whether they could combine quantity and kind concepts upon hearing complex expressions comprising their labels (e.g., \"padu duck\", Experiments 2-3). At test, infants viewed four different sets of objects (e.g., 1 duck, 2 ducks, 1 ball, 2 balls) while being presented with the target phrase (e.g., \"padu duck\") naming one of them (e.g., 2 ducks). They successfully retrieved and combined on-line the labeled concepts, as evidenced by increased looking to the named sets but not to distractor sets. Our results suggest that combinatorial processes for building complex representations are available by the end of the first year of life. The infant mind seems geared to integrate concepts in novel productive ways. This ability may be a precondition for deciphering the ambient language(s) and building abstract models of experience that enable fast and flexible learning.
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  • 文章类型: Journal Article
    背景:唐氏综合症(DS)患者的言语记忆不足,但视觉空间感知相对保留。言语记忆与语义知识有关。DS患者的接受能力优于表达能力,但仍严重落后于年龄匹配的对照组。这种滞后可能导致人们与DS的语义整合较弱。目的:本研究旨在通过使用错误记忆任务来检验具有DS的人的语义整合能力。由名词和动词引起的错误记忆数量的可能差异是焦点。方法和步骤:错误记忆任务涉及两个阶段。在研究阶段,提出了具有语义相关伙伴的十个单词列表。在识别阶段,要判断之前是否听过所陈述的话。测试了三种类型的单词:以前介绍的同事,语义相关的诱饵,和语义上无关的新词。结果和结果:DS患者总体上在对测试单词类型的反应中表现出最低的准确性。在诱饵的处理中,DS患者的认知度比MA对照组差.在处理无关的单词时,与对照组相比,DS患者对所有类型的词语的回答最不准确.在合伙人的处理过程中,DS患者的识别率与MA对照组相似,但准确率低于CA对照组.名词和动词在识别组间单词类型方面没有观察到差异,尽管大学生对名词的反应比对动词的反应快。对不同句法类别的错误进行主题化比较的进一步分析揭示了群体之间特定概念的差异,提示DS患者在语义组织上是非典型的。结论和启示:患有DS的人通过错误记忆任务在语义整合中表现出混合模式,延迟到同伴,并偏离了与无关单词的诱惑。DS患者在进行主题比较时,在处理名词和动词方面表现出不同的模式,这表明他们基于不同的句法类别形成了不同的错误记忆。我们得出结论,有DS的人发展出一种异常的语义结构,从而表现出语言和社会认知方面的问题。建议对DS患者实施基于类别的康复,以通过词汇连接来改善其语义知识。
    Background: People with Down syndrome (DS) are deficient in verbal memory but relatively preserved in visuospatial perception. Verbal memories are related to semantic knowledge. Receptive ability is better than expressive ability in people with DS but still seriously lags behind their age-matched controls. This lag may result in the weak semantic integration of people with DS. Aims: This study aimed to examine the ability of semantic integration of people with DS by using false-memory tasks. Possible differences in the number of false memories induced by nouns and verbs were of focus. Methods and Procedures: Two phases were involved in the false-memory task. In the study phase, ten-word lists with semantically related associates were presented. In the recognition phase, judgments were to be made about whether the words presented had been heard before. Three types of words were tested: previously presented associates, semantically related lures, and semantically unrelated new words. Outcomes and Results: People with DS overall showed the lowest accuracy among groups in response to tested word types. In the processing of lures, people with DS were worse in recognition than MA controls. In processing unrelated words, people with DS responded least accurately to all types of words compared to control groups. In the processing of associates, people with DS showed similar recognition rates as the MA controls but were less accurate than the CA controls. No difference was observed between nouns and verbs in recognizing word types among groups, though faster responses to nouns than to verbs emerged in college students. Further analyses on topic-wised comparisons of errors across syntactic categories revealed differences in specific concepts among groups, suggesting people with DS were atypical in semantic organization. Conclusions and Implications: People with DS showed mixed patterns in semantic integration by false-memory tasks with delay to associates and deviance to lures together with unrelated words. People with DS showed distinct patterns in processing nouns and verbs while conducting topic-wise comparisons, suggesting that they formed false memories differently based on distinct syntactic categories. We concluded that people with DS develop a deviant semantic structure, hence showing problems in language and social cognition. Category-based rehabilitation is suggested to be implemented for people with DS to improve their semantic knowledge through lexical connections.
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  • 文章类型: Journal Article
    背景:医疗保健专业人员如何理解和使用社会和认知能力的概念将影响他们的行为以及他们对他人行为的理解。对概念的不同理解可能导致医疗保健专业人员不按照其他医疗保健专业人员的期望行事。因此,关于社会和认知能力的错误和不良事件的问题的一部分可能是由于不同的医疗保健专业人员对概念的不同理解。这项研究旨在研究哥本哈根医学教育与模拟学院的教育工作者如何谈论社会和认知能力的变化。
    方法:该研究使用半结构化访谈和定向内容分析进行。分析过程的代码来自现有的非技术技能模型,用于显示参与者如何谈论相同概念的变化。
    结果:具有护士和医生背景的教育工作者,以不同的方式谈论领导和决策,护士在描述领导和决策时更加关注群体动态和外部因素,而医生专注于他们的个人努力。
    结论:我们发现参与者描述领导能力和决策的方式存在模式差异,这可能与参与者的专业培训/背景有关。因为如果护士和医生在领导和决策的含义上存在分歧(不一定认识到这种差异),可能会造成误解和不安全的情况。教育医疗保健专业人员意识到他们自己概念的特殊性可能是有益的,并通过使用特定的概念来传达它们的确切含义,例如,“我要你协调任务”而不是“我要更好的领导力”。
    BACKGROUND: How healthcare professionals understand and use concepts of social and cognitive capabilities will influence their behaviour and their understanding of others\' behaviour. Differing understandings of concepts might lead to healthcare professionals not acting in accordance with other healthcare professionals\' expectations. Therefore, part of the problem concerning errors and adverse incidents concerning social and cognitive capabilities might be due to varying understandings of concepts among different healthcare professionals. This study aimed to examine the variations in how educators at the Copenhagen Academy for Medical Education and Simulation talk about social and cognitive capabilities.
    METHODS: The study was conducted using semi-structured interviews and directed content analysis. The codes for the analysis process were derived from existing non-technical skills models and used to show variations in how the participants talk about the same concepts.
    RESULTS: Educators with a background as nurses and physicians, talked differently about leadership and decision-making, with the nurses paying greater attention to group dynamics and external factors when describing both leadership and decision-making, whereas physicians focus on their individual efforts.
    CONCLUSIONS: We found patterned differences in how the participants described leadership and decision-making that may be related to participants\' professional training/background. As it can create misunderstandings and unsafe situations if nurses and physicians disagree on the meaning of leadership and decision-making (without necessarily recognising this difference), it could be beneficial to educate healthcare professionals to be aware of the specificity of their own concepts, and to communicate what exactly they mean by using a particular concept, e.g. \"I want you to coordinate tasks\" instead of \"I want better leadership\".
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  • 文章类型: Journal Article
    目标:尽管发表了许多关于护理能力的概念分析,对急诊科创伤护理能力的具体理解仍然有限,没有明确的定义。本研究旨在阐明急诊科创伤护理能力的定义和属性。
    方法:采用Walker和Avant的方法阐明急诊科创伤护理能力的概念。
    方法:PubMed,EMBASE,CINAHL和RISS从成立到2023年4月23日进行了搜索。
    方法:相关研究包括术语“护士”的组合,\'护理\',\'紧急\',\'创伤\',\'能力\',选择了“能力”和“技能”。我们将文献检索限于英文和韩文全文出版物,没有出版期限的限制;灰色文献被排除在外。
    方法:本研究使用定义属性,通过数据分析提取的前因后果。为了帮助理解模型,创建了相关和相反的概念案例,并定义了经验参考。
    结果:排除重复项之后,无关的研究,与上下文和研究人群无关的不完整文本和文章,纳入了927项初始研究中的15项。在手动搜索参考文献后添加了五项额外的研究。因此,最后的概念分析包括20项研究。急诊护士创伤护理能力的属性包括“考虑损伤机制的快速初始评估”,\'根据紧急程度和严重程度确定优先级\',“创伤护理临床知识”,“创伤护理技能”,“跨专业团队合作”和“情感关怀”。
    结论:概念分析显示,在各种情况下,可以促进急诊科创伤护理能力的提高和发展。比如临床实践,教育,研究和组织设置。这最终可以改善创伤护理质量和治疗效果。
    OBJECTIVE: Despite numerous published concept analyses of nursing competency, the specific understanding of trauma nursing competency in emergency departments remains limited, with no clear definition. This study aimed to clarify the definitions and attributes of trauma nursing competencies in emergency departments.
    METHODS: Walker and Avant\'s method was used to clarify the concept of trauma nursing competency in emergency departments.
    METHODS: PubMed, EMBASE, CINAHL and RISS were searched from inception to 23 April 2023.
    METHODS: Relevant studies that included combinations of the terms \'nurse\', \'nursing\', \'emergency\', \'trauma\', \'competency\', \'capability\' and \'skill\' were selected. We restricted the literature search to English and Korean full-text publications, with no limit on the publication period; grey literature was excluded.
    METHODS: This study uses defining attributes, antecedents and consequences extracted through data analysis. To aid comprehension of the model, related and contrary cases of the concept were created, and empirical referents were defined.
    RESULTS: After excluding duplicates, irrelevant studies, incomplete texts and articles unrelated to the context and study population, 15 of the initial 927 studies were included. Five additional studies were added after a manual search of the references. The final concept analysis therefore included 20 studies. The attributes of trauma nursing competency for emergency nurses included \'rapid initial assessments considering injury mechanisms\', \'priority determinations based on degrees of urgency and severity\', \'clinical knowledge of trauma nursing\', \'skills of trauma nursing\', \'interprofessional teamwork\' and \'emotional care\'.
    CONCLUSIONS: The concept analysis revealed that it is possible to promote the enhancement and development of trauma nursing competency in emergency departments across various contexts, such as clinical practice, education, research and organisational settings. This could ultimately improve trauma nursing quality and treatment outcomes.
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  • 文章类型: Journal Article
    背景:护理专业认为良心是临床实践的基础和基石,这极大地影响了专业决策并提高了患者护理水平。然而,在护理领域缺乏对良心的精确定义,这使得衡量具有挑战性。为了解决这个问题,这项研究采用SchwartzBarcott和Kim的混合方法来分析基于良心的护理概念。
    方法:这种方法涉及一个三阶段过程;理论,实地考察,和分析。在第一阶段,使用电子数据库进行了系统的文献综述,以查找相关论文。提取符合纳入标准的42篇文章的内容,确定属性,前身,以及使用主题分析的意识护理的后果。根据作为这一阶段产物的工作定义,进行实地考察阶段的计划设计。在这个阶段,数据是通过与所有负责医院患者护理的护士的访谈收集的.在这个阶段,通过有目的的抽样选择了5名参与者进行深入访谈。使用定向内容分析对数据进行分析。将理论和实地考察阶段的发现进行了整合,并得出了最终定义。
    结果:理论和实地考察阶段的整合导致确定了基于良心的护理的四个关键特征。首先,它涉及以认真的方式提供专业护理。其次,道德是基于良心的关怀的核心。第三,在这种背景下,外在的灵性在塑造一个人的良知中起着重要的作用。最后,基于良心的护理是内源性和外源性的,专业承诺是护理的中心焦点。
    结论:基于良心的护理是伦理护理的重要组成部分,将临床实践提升为专业护理。它需要个人和社会价值观的整合,受个人信仰和文化背景的影响,在专业能力的支持下,资源,以及医疗保健领域有利的组织氛围。这种方法导致提供响应性护理,道德操守,和个人卓越,最终导致护理专业精神的发展。
    BACKGROUND: The nursing profession considers conscience as the foundation and cornerstone of clinical practice, which significantly influences professional decision-making and elevates the level of patient care. However, a precise definition of conscience in the nursing field is lacking, making it challenging to measure. To address this issue, this study employed the hybrid approach of Schwartz Barcott and Kim to analyze the concept of conscience-based nursing care.
    METHODS: This approach involves a three-phase process; theoretical, fieldwork, and analytical. A systematic literature review was conducted using electronic databases during the first phase to find relevant papers. The content of 42 articles that met the inclusion criteria was extracted to determine the attributes, antecedents, and consequences of consciousness care using thematic analysis. Based on the working definition as a product of this phase, the plan of doing the fieldwork phase was designed. During this phase, data were collected through interviews with nurses all of whom were responsible for patient care in hospitals. In this phase, 5 participants were chosen for in-depth interviewing by purposeful sampling. Data were analyzed using directed content analysis. The findings of the theoretical and fieldwork phases were integrated and the final definition was derived.
    RESULTS: The integration of the theoretical and fieldwork phases resulted in identifying four key characteristics of conscience-based nursing care. Firstly, it involves providing professional care with a conscientious approach. Secondly, ethics is at the core of conscience-based care. Thirdly, external spirituality plays a significant role in shaping one\'s conscience in this context. Finally, conscience-based nursing care is both endogenous and exogenous, with professional commitment being the central focus of care.
    CONCLUSIONS: Conscience-based nursing care is an essential component of ethical care, which elevates clinical practice to professional care. It requires the integration of individual and social values, influenced by personal beliefs and cultural backgrounds, and supported by professional competence, resources, and a conducive organizational atmosphere in the healthcare field. This approach leads to the provision of responsive care, moral integrity, and individual excellence, ultimately culminating in the development of professionalism in nursing.
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  • 文章类型: Journal Article
    语言用户依靠语言和概念处理能力来有效地理解或产生语言。根据理性适应的原则,认知系统依赖于一个过程的程度另一种可以在不同的条件或疾病状态下改变,以优化行为为目标。在这项研究中,我们研究了在失语症中依赖语言和概念处理的理性适应,后天的语言障碍。在患有失语症的个体中,动词检索障碍是一种普遍存在的缺陷,会对交际功能产生负面影响。因此,我们检查了动词产生中适应的证据,使用并行度量来索引动词命名的两个关键子组件中的损伤:概念和语言处理。使用标准化的评估电池对这些组件过程进行了评估,该评估电池旨在对比概念动作知识的非语言(图片输入)和语言(单词输入)任务。结果表明,失语症患者的非语言概念动作处理可能会受到损害,并导致动词检索障碍。此外,相对未受损的概念动作处理可以改善语言处理缺陷对动词检索障碍的影响。这些发现与合理的适应账户是一致的,这表明概念处理在语言功能中起着关键作用,可以在康复中利用,以改善成人慢性失语症的动词检索。
    Language users rely on both linguistic and conceptual processing abilities to efficiently comprehend or produce language. According to the principle of rational adaptation, the degree to which a cognitive system relies on one process vs. another can change under different conditions or disease states with the goal of optimizing behavior. In this study, we investigated rational adaptation in reliance on linguistic versus conceptual processing in aphasia, an acquired disorder of language. In individuals living with aphasia, verb-retrieval impairments are a pervasive deficit that negatively impacts communicative function. As such, we examined evidence of adaptation in verb production, using parallel measures to index impairment in two of verb naming\'s critical subcomponents: conceptual and linguistic processing. These component processes were evaluated using a standardized assessment battery designed to contrast non-linguistic (picture input) and linguistic (word input) tasks of conceptual action knowledge. The results indicate that non-linguistic conceptual action processing can be impaired in people with aphasia and contributes to verb-retrieval impairments. Furthermore, relatively unimpaired conceptual action processing can ameliorate the influence of linguistic processing deficits on verb-retrieval impairments. These findings are consistent with rational adaptation accounts, indicating that conceptual processing plays a key role in language function and can be leveraged in rehabilitation to improve verb retrieval in adults with chronic aphasia.
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  • 文章类型: Journal Article
    本研究旨在通过概念分析阐明小儿临终关怀和姑息治疗的概念。它还试图找出相关概念之间的差异,如儿科死亡护理和儿科精神护理,为护理理论和知识的发展提供基础数据。
    使用Rodgers的进化方法对儿科临终关怀和姑息治疗进行了概念分析。在确定的5,013篇论文中,选择28人进行详细阅读和分析。
    儿科临终关怀和姑息治疗包括物理治疗,心理,社会,心理,精神,和家庭照顾患有急慢性疾病的儿童,在死亡前预测不确定,以及他们的家人。有效的儿科临终关怀和姑息治疗将需要多学科团队护理,有效沟通,和支持性政策。
    这项研究的结果表明,提供儿科临终关怀和姑息治疗将改善儿童和家庭的疼痛缓解,儿童应对死亡的效率,以及儿童和家庭的生活质量。这项研究的意义在于,它通过使用进化方法分析儿科临终关怀和姑息治疗来清楚地阐明了这一概念。
    UNASSIGNED: This study aimed to clarify the concept of pediatric hospice and palliative care through conceptual analysis. It also sought to identify the differences between related concepts such as pediatric death care and pediatric spiritual care, in order to provide foundational data for the development of nursing theory and knowledge.
    UNASSIGNED: A conceptual analysis of pediatric hospice and palliative care was conducted using Rodgers\' evolutionary method. Out of 5,013 papers identified, 28 were selected for detailed reading and analysis.
    UNASSIGNED: Pediatric hospice and palliative care encompasses physical, psychological, social, mental, spiritual, and family care for children with acute and chronic diseases with uncertain prognoses ahead of death, as well as their families. Effective pediatric hospice and palliative care will require multidisciplinary team nursing, effective communication, and supportive policies.
    UNASSIGNED: The findings of this study suggest that providing pediatric hospice and palliative care will lead to improvements in pain relief for children and families, the efficiency of responses to death in children, and the quality of life for children and families. The significance of this study is that it clearly clarifies the concept by analyzing pediatric hospice and palliative care using an evolutionary method.
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  • 文章类型: Journal Article
    神经心理学和神经影像学研究为大脑中概念知识的类别相关组织提供了一定程度的证据。其中一些证据表明,身体部位概念与其他类别明显不同;然而,这些解离的神经相关性和潜在机制尚不清楚.我们通过测量由身体部位单词引起的功能磁共振成像反应并进行一系列分析来研究该语义类别的皮层表示,从而扩展了有限的现有数据。在体素级别的对比中,模式分类,代表性相似性分析,和顶点编码分析,我们发现汇聚的证据表明,颞中后回,颈上回,与其他具体物体相比,左半球的腹侧运动前皮层在该类别的优先表示中起着重要作用。
    Neuropsychological and neuroimaging studies provide evidence for a degree of category-related organization of conceptual knowledge in the brain. Some of this evidence indicates that body part concepts are distinctly represented from other categories; yet, the neural correlates and mechanisms underlying these dissociations are unclear. We expand on the limited prior data by measuring functional magnetic resonance imaging responses induced by body part words and performing a series of analyses investigating the cortical representation of this semantic category. Across voxel-level contrasts, pattern classification, representational similarity analysis, and vertex-wise encoding analyses, we find converging evidence that the posterior middle temporal gyrus, the supramarginal gyrus, and the ventral premotor cortex in the left hemisphere play important roles in the preferential representation of this category compared to other concrete objects.
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  • 文章类型: Journal Article
    人类认知在执行广泛任务和快速学习新任务的能力方面是独一无二的。这两种能力长期以来都与获取可以跨任务概括的知识以及灵活使用该知识来执行目标导向行为有关。我们通过描述和测试情节概括和优化(EGO)框架来研究这种情况如何在神经网络中出现。该框架由一个情景存储器模块组成,快速学习刺激之间的关系;语义通路,更慢地学习刺激如何映射到反应;和一个循环上下文模块,它维护与任务相关的上下文信息的表示,随着时间的推移,并使用它来回忆与上下文相关的记忆(在情景记忆中)和偏向处理,以支持与上下文相关的特征和响应(在语义途径中)。我们使用该框架来解决强化学习中的经验现象,事件分割,和类别学习,在模拟中显示,同一组基础机制说明了人类在所有三个领域中的表现。结果展示了EGO框架的组件如何有效地学习可以跨任务灵活推广的知识,进一步了解人类如何快速学习如何执行广泛的任务-这种能力是人类智能的基础。
    Human cognition is unique in its ability to perform a wide range of tasks and to learn new tasks quickly. Both abilities have long been associated with the acquisition of knowledge that can generalize across tasks and the flexible use of that knowledge to execute goal-directed behavior. We investigate how this emerges in a neural network by describing and testing the Episodic Generalization and Optimization (EGO) framework. The framework consists of an episodic memory module, which rapidly learns relationships between stimuli; a semantic pathway, which more slowly learns how stimuli map to responses; and a recurrent context module, which maintains a representation of task-relevant context information, integrates this over time, and uses it both to recall context-relevant memories (in episodic memory) and to bias processing in favor of context-relevant features and responses (in the semantic pathway). We use the framework to address empirical phenomena across reinforcement learning, event segmentation, and category learning, showing in simulations that the same set of underlying mechanisms accounts for human performance in all three domains. The results demonstrate how the components of the EGO framework can efficiently learn knowledge that can be flexibly generalized across tasks, furthering our understanding of how humans can quickly learn how to perform a wide range of tasks-a capability that is fundamental to human intelligence.
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