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The experience of memory: it's unconscious origins 记忆的体验:无意识的起源
Pub Date : 2024-01-30 DOI: 10.3389/fcogn.2024.1358396
Denis Brouillet
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引用次数: 0
An energy-efficient process of non-deterministic computation drives the emergence of predictive models and exploratory behavior 非确定性计算的高能效过程推动了预测模型和探索行为的出现
Pub Date : 2024-01-29 DOI: 10.3389/fcogn.2023.1171273
Elizabeth A. Stoll
Cortical neural networks encode information about the environment, combining data across sensory modalities to form predictive models of the world, which in turn drive behavioral output. Cortical population coding is probabilistic, with synchronous firing across the neural network achieved in the context of noisy inputs. The system-wide computational process, which encodes the likely state of the local environment, is achieved at a cost of only 20 Watts, indicating a deep connection between neuronal information processing and energy-efficient computation. This report presents a new framework for modeling non-deterministic computation in cortical neural networks, in terms of thermodynamic laws. Initially, free energy is expended to produce von Neumann entropy, then predictive value is extracted from that thermodynamic quantity of information. The extraction of predictive value during a single computation yields a percept, or a predictive semantical statement about the local environment, and the integration of sequential neural network states yields a temporal sequence of percepts, or a predictive syntactical statement about the cause-effect relationship between perceived events. The amount of predictive value available for computation is limited by the total amount of energy entering the system, and will always be incomplete, due to thermodynamic constraints. This process of thermodynamic computation naturally produces a rival energetic cost function, which minimizes energy expenditure: the system can either explore its local environment to gain potential predictive value, or it can exploit previously-acquired predictive value by triggering a contextually-relevant and thermodynamically-favored sequence of neural network states. The system grows into a more ordered state over time, as it physically encodes the predictive value acquired by interacting with its environment.
皮层神经网络对环境信息进行编码,结合各种感官模式的数据形成对世界的预测模型,进而驱动行为输出。大脑皮层群体编码是概率性的,在输入噪声较大的情况下,整个神经网络也能实现同步发射。整个系统的计算过程对本地环境的可能状态进行编码,其成本仅为 20 瓦特,这表明神经元信息处理与节能计算之间存在深层联系。本报告从热力学定律的角度提出了一个新框架,用于模拟大脑皮层神经网络中的非确定性计算。首先,消耗自由能产生冯-诺依曼熵,然后从该热力学信息量中提取预测值。在单次计算中提取的预测值会产生一个感知,或一个关于局部环境的预测性语义陈述,而整合连续的神经网络状态则会产生一个感知的时间序列,或一个关于感知事件之间因果关系的预测性句法陈述。由于热力学的限制,可用于计算的预测值数量受到进入系统的能量总量的限制,而且总是不完整的。这一热力学计算过程自然会产生一个能耗成本函数,它能使能量消耗最小化:系统可以探索其局部环境以获得潜在的预测价值,也可以通过触发与上下文相关的、热力学上有利的神经网络状态序列来利用先前获得的预测价值。随着时间的推移,系统会成长为一个更加有序的状态,因为它会对通过与环境互动而获得的预测价值进行物理编码。
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引用次数: 0
Differential effects of location and object overlap on new learning 位置和对象重叠对新知识学习的不同影响
Pub Date : 2024-01-29 DOI: 10.3389/fcogn.2023.1325246
Benjamin Chaloupka, Dagmar Zeithamova
Overlap with prior experience facilitates learning in some cases while hindering it in others. As facilitation and interference are typically studied in separate lines of research, using distinct paradigms, it is unclear what key factors drive the opposing behavioral outcomes.In two experiments, we tested whether both effects can be observed within a single task, depending on what overlaps between experiences. Participants completed a novel task in which they learned a grid of object-location associations, followed by a second grid that overlapped with the first in locations and/or objects. We hypothesized that overlap of locations would serve as a spatial schema, facilitating new learning, while overlap of objects would create interference.In line with our hypothesis, we found that location overlap facilitated learning of the second grid, while object overlap hindered learning of the second grid. We replicated these findings in a second experiment, additionally showing that both effects remain largely stable across two distinct grid shapes.These results demonstrate that the effect of overlap can be manipulated within a single task, pinpointing one factor that determines the direction of the effect and highlighting the differential roles of “what” and “where” in the organization of memory.
与先前经验的重叠在某些情况下会促进学习,而在另一些情况下则会阻碍学习。在两项实验中,我们测试了在一项任务中是否可以观察到这两种效应,这取决于经验之间的重叠。参与者完成了一项新任务,在这项任务中,他们学习了一个物体-位置关联的网格,随后又学习了与第一个网格在位置和/或物体上重叠的第二个网格。我们的假设是,位置的重叠将作为一种空间图式,促进新的学习,而物体的重叠则会产生干扰。与我们的假设一致,我们发现位置的重叠促进了第二个网格的学习,而物体的重叠则阻碍了第二个网格的学习。我们在第二个实验中重复了这些发现,结果表明这两种效应在两种不同形状的网格中基本保持稳定。这些结果表明,重叠效应可以在单个任务中进行操纵,从而精确定位决定效应方向的一个因素,并突出了 "什么 "和 "哪里 "在记忆组织中的不同作用。
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引用次数: 0
No role of working memory in the relation between mental rotation and postural stability 工作记忆在心理旋转与姿势稳定性之间没有作用
Pub Date : 2024-01-16 DOI: 10.3389/fcogn.2023.1298371
P. Hofmann, Markus Siebertz, Petra Jansen
This study investigated the relationship between mental rotation ability and postural stability, with a focus on the role of the visuospatial sketchpad of working memory, as it has been found to be correlated with both concepts. A total of 87 healthy young adults completed a postural stability task on a force plate, a mental rotation task, and both spatial and object working memory tasks in a counterbalanced order. Bayesian correlations revealed weak positive correlations between mental rotation and postural stability, as well as a correlation between mental rotation and spatial working memory. A weak association was also observed between mental rotation and object working memory. No correlation was found between the working memory components and postural stability. Furthermore, the results showed that spatial working memory did not play a crucial role in predicting postural stability. We conclude that the visuospatial sketchpad, particularly the spatial working memory component, cannot explain the relationship between mental rotation and postural stability.
本研究调查了心理旋转能力与姿势稳定性之间的关系,重点是工作记忆的视觉空间素描板的作用,因为它被发现与这两个概念相关。共有 87 名健康的年轻人按照平衡顺序完成了力板上的姿势稳定性任务、心理旋转任务以及空间和物体工作记忆任务。贝叶斯相关分析表明,心理旋转与姿势稳定性之间存在微弱的正相关,心理旋转与空间工作记忆之间也存在相关。心理旋转与物体工作记忆之间也存在微弱的相关性。工作记忆部分与姿势稳定性之间没有相关性。此外,研究结果表明,空间工作记忆在预测姿势稳定性方面并没有发挥关键作用。我们的结论是,视觉空间素描板,尤其是空间工作记忆部分,无法解释心理旋转与姿势稳定性之间的关系。
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引用次数: 0
Rethinking perception and cognition in the digital environment 反思数字环境中的感知和认知
Pub Date : 2023-12-01 DOI: 10.3389/fcogn.2023.1266404
Atanas Kirjakovski
Undoubtedly, the future of humanity is digital. As we transition into this new technological era, we are confronted with many uncertainties. The digital environment, a relatively recent phenomenon, differs both qualitatively and quantitatively from other natural and social environments. Its ubiquity and rapid evolution, along with the ease of automating and replicating digital code, set the stage for significant impacts on human cognition and perception. This article conceptually explores the general characteristics of the digital environment, highlights its significance and relevance to cognitive science, summarizes a range of recent findings on the effects of digital technology on our cognitive and perceptual processes, and concludes with several hypotheses about the evolution of our minds in the digital future.
毫无疑问,人类的未来是数字化的。随着我们进入新的科技时代,我们面临着许多不确定因素。数字环境是一个相对较新的现象,在质量和数量上都不同于其他自然和社会环境。它的无处不在和快速发展,以及自动化和复制数字代码的便利性,为人类认知和感知的重大影响奠定了基础。本文从概念上探讨了数字环境的一般特征,强调了其对认知科学的重要性和相关性,总结了一系列关于数字技术对我们的认知和感知过程影响的最新发现,并提出了关于我们的思想在数字未来中的演变的几个假设。
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引用次数: 0
Placing willed attention in context: a review of attention and free will 将有意识的注意置于语境中:对注意和自由意志的回顾
Pub Date : 2023-11-06 DOI: 10.3389/fcogn.2023.1205618
John G. Nadra, George R. Mangun
Attention is the ability to focus one's awareness on relevant events and objects while ignoring distracting ones. Laboratory studies of top-down voluntary attention commonly use predictive or instructional cues to direct attention. However, in real world scenarios, voluntary attention is not necessarily externally cued, but may be focused by internal, self-generated processes. The voluntary focusing of attention in the absence of external guidance has been referred to as “willed attention,” a term borrowed from the literature on willed motor actions. In a fashion similar to studies of willed (self-initiated) actions, during willed attention, participants are given the freedom to deploy attention based on their own free choices. Electrophysiological studies have shown that during willed attention, ongoing neural activity biases willed attention decisions on a moment-to-moment basis as reflected in transient patterns of brain electrical activity that predict where participants will later choose to focus their attention. Brain imaging studies have revealed that compared to cued attention, willed attention involves additional frontal cortical structures, which interact with the classic attentional control networks of the human brain to produce a modified network organization for willed attention control. In this introduction to willed attention, we briefly review the fields of voluntary attention and self-initiated motor actions, in order to describe willed attention and its neural correlates as they relate to the broader concepts of attention and volition.
注意力是一种将意识集中在相关事件和物体上,而忽略分散注意力的能力。自上而下自发注意的实验室研究通常使用预测性或指导性线索来引导注意。然而,在现实世界的场景中,自愿注意不一定是外部提示的,而可能是由内部的、自我产生的过程集中的。在没有外部引导的情况下,这种自发的注意力集中被称为“意志的注意力”,这个术语是从有关意志运动的文献中借用来的。在一种类似于研究意志(自我发起)行为的方式中,在意志注意期间,参与者可以根据自己的自由选择自由地部署注意力。电生理学研究表明,在有意识的注意过程中,持续的神经活动会在每时每刻的基础上对有意识的注意决定产生偏差,这反映在大脑电活动的短暂模式中,这种模式预测了参与者随后将选择将注意力集中在哪里。脑成像研究表明,与提示注意相比,意志注意涉及额外的额叶皮质结构,该结构与人类大脑的经典注意控制网络相互作用,产生一个改进的网络组织,用于意志注意控制。在这篇关于意志注意的介绍中,我们简要回顾了自愿注意和自我发起运动的领域,以便描述意志注意及其与更广泛的注意和意志概念相关的神经关联。
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引用次数: 0
Feasibility of a remotely-delivered yoga intervention on cognitive function in breast cancer survivors: a mixed-methods study 远程递送瑜伽干预乳腺癌幸存者认知功能的可行性:一项混合方法研究
Pub Date : 2023-11-02 DOI: 10.3389/fcogn.2023.1286844
Alyssa R. Neville, Lori J. Bernstein, Catherine M. Sabiston, Jennifer M. Jones, Linda Trinh
Background Cancer-related cognitive impairment (CRCI) is a common, persistent quality of life complaint among breast cancer survivors (BCS), however there remain no proven treatments. There is emerging evidence that aerobic exercise and yoga may improve CRCI. There remains limited research on the safety and feasibility of virtually-supervised, remotely-delivered yoga interventions among cancer survivors, and no yoga studies to date have assessed cognitive function as a primary outcome in BCS. The purpose of this study was to explore the feasibility of an 8-week, remotely-delivered yoga intervention and examine its impact on cognitive function, fatigue, and exercise levels in BCS using a concurrent mixed-methods design. Methods Participants completed objective and self-report cognitive function measures (NIH Toolbox remote cognitive battery, PsyToolkit Task Switch test, Functional Assessment of Cancer Therapy-Cognitive Function [FACT-Cog3]); fatigue (Revised-Piper Fatigue Scale); and exercise activity level (modified Godin Leisure Time Exercise Questionnaire) before and after the yoga intervention. Semi-structured qualitative interviews were conducted post-intervention to understand participants' experiences with the yoga intervention, CRCI, and fatigue. Results The intervention surpassed a priori feasibility indicators (adherence rate = 83.7%, attrition rate = 5.4%, no adverse events). Participants ( n = 18, M age = 52.2 ± 10.1) had significant improvements in objective memory, fatigue, and weekly minutes of moderate-to-vigorous exercise post-intervention. Qualitative themes indicated that participants found the remote intervention to be enjoyable and beneficial. Conclusions In this small proof-of-concept study, remotely-delivered yoga appears safe and effective at improving CRCI. Future randomized controlled trials examining the impact of remotely-delivered yoga interventions on cognitive function in BCS are warranted.
癌症相关认知障碍(CRCI)是乳腺癌幸存者(BCS)中常见的、持续的生活质量抱怨,但目前还没有得到证实的治疗方法。越来越多的证据表明,有氧运动和瑜伽可以改善CRCI。在癌症幸存者中,关于虚拟监督、远程交付瑜伽干预的安全性和可行性的研究仍然有限,迄今为止还没有瑜伽研究将认知功能作为BCS的主要结局进行评估。本研究的目的是探讨为期8周的远程瑜伽干预的可行性,并使用并发混合方法设计检查其对BCS认知功能,疲劳和运动水平的影响。方法参与者完成客观认知功能和自述认知功能测试(NIH工具箱远程认知电池、PsyToolkit任务切换测试、癌症治疗功能评估-认知功能[FACT-Cog3]);疲劳(修订piper疲劳量表);瑜伽干预前后的运动活动水平(修正Godin休闲时间运动问卷)。干预后进行半结构化定性访谈,以了解参与者在瑜伽干预、CRCI和疲劳方面的经历。结果干预优于先验可行性指标(依从率为83.7%,损耗率为5.4%,无不良事件发生)。干预后,参与者(n = 18, M = 52.2±10.1)在客观记忆、疲劳和每周中高强度运动分钟数方面均有显著改善。定性主题表明,参与者发现远程干预是愉快和有益的。在这项小型概念验证研究中,远程瑜伽在改善CRCI方面安全有效。未来有必要进行随机对照试验,研究远程瑜伽干预对BCS认知功能的影响。
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引用次数: 0
A combination of restudy and retrieval practice maximizes retention of briefly encountered facts 重新学习和检索练习相结合可以最大限度地保留简短遇到的事实
Pub Date : 2023-10-12 DOI: 10.3389/fcogn.2023.1258955
Stefania R. Ashby, Dagmar Zeithamova
Introduction Is retrieval practice always superior to restudy? In a classic study by Roediger and Karpicke, long-term retention of information contained in prose passages was found to be best when opportunities to restudy were replaced with opportunities to self-test. We were interested whether this striking benefit for repeated testing at the expense of any restudy replicates when study opportunities are brief, akin to a single mention of a fact in an academic lecture. We were also interested in whether restudying after a test would provide any additional benefits compared to restudying before test. Method In the current study, participants encountered academically relevant facts a total of three times; each time either studied (S) or self-tested (T). During study, participants predicted how likely they were to remember each fact in the future. During self-test, participants performed covert cued recall and self-reported their recall success. Final test followed immediately or after a delay (Experiment 1: 2 days, Experiment 2: 7 days). Results Contrary to prior work, long-term memory was superior for facts the were restudied in addition to self-tested (SST > STT = SSS). We further investigated whether restudy after a test (STS) provides additional benefits compared to restudy before test (SST). Restudying after a retrieval attempt provided an additional benefit compared to restudying before a retrieval attempt on an immediate test, but this benefit did not carry over a delay. Finally, exploratory analyses indicated that restudy after test improved the accuracy of participants' subjective predictions of encoding success. Discussion Together, our results qualify prior work on the benefits of repeated testing, indicating that balancing testing with repetition may allow for more information to be learned and retained. These findings offer new insights into the conditions that promote encoding and long-term retention, provide new constraints for existing cognitive theories of testing effects, and have practical implications for education.
回顾练习总是优于再学习吗?在Roediger和Karpicke的一项经典研究中,当重新学习的机会被自我测试的机会所取代时,长期记忆散文段落中包含的信息被发现是最好的。我们感兴趣的是,如果学习机会很短暂,就像在学术讲座中只提到一个事实,那么重复测试所带来的显著好处是否会重复。我们还感兴趣的是,与考试前重新学习相比,考试后重新学习是否会提供任何额外的好处。方法在本研究中,被试共遇到三次学术相关事实;每次都是学习(S)或自我测试(T)。在研究中,参与者预测他们将来记住每个事实的可能性。在自我测试中,参与者进行隐蔽线索回忆,并自我报告他们的回忆成功。立即或延迟进行最终测试(实验1:2天,实验2:7天)。结果与之前的研究相反,长期记忆在重新研究和自测的事实上优于长期记忆(SST >STT = sss)。我们进一步调查了测试后再学习(STS)是否比测试前再学习(SST)提供了额外的好处。与在即时测试中进行检索尝试之前重新学习相比,在检索尝试后重新学习提供了额外的好处,但这种好处并没有延迟。最后,探索性分析表明,测试后的再学习提高了参与者对编码成功的主观预测的准确性。总之,我们的结果验证了之前关于重复测试的好处的工作,表明平衡测试和重复可能允许更多的信息被学习和保留。这些发现为促进编码和长期记忆的条件提供了新的见解,为现有的测试效应认知理论提供了新的约束,并对教育具有实际意义。
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引用次数: 0
Amodal completion of coincidentally occluded angles: a matter of visual approximation 巧合夹角的模态补全:视觉近似的问题
Pub Date : 2023-08-31 DOI: 10.3389/fcogn.2023.1216459
Andrea Dissegna, W. Gerbino, C. Fantoni
In the Gerbino illusion a regular but coincidentally occluded polygon appears distorted. Such a display represents a critical condition for amodal completion (AC), in which the smooth continuations of contour fragments—however small—conflict with their possible monotonic interpolation. Smoothness and monotonicity are considered the fundamental constraints of AC at the contour level. To account for the Gerbino illusion we contrasted two models derived from alternative AC frameworks: visual interpolation, based on the literal representation of contour fragments, vs. visual approximation, which tolerates a small misorientation of contour fragments, compatible with smoothness and monotonicity constraints. To measure the perceived misorientation of sides of coincidentally occluded angles we introduced a novel technique for analyzing data from a multiple probe adjustment task. An unsupervised cluster analysis of errors in extrapolation and tilt adjustments revealed that the distortion observed in the Gerbino illusion is consistent with visual approximation and, in particular, with the concatenation of misoriented and locally shrinked amodally completed angles. Implications of our technique and obtained results shed new light on visual completion processes.
在Gerbino错觉中,一个规则但碰巧被遮挡的多边形出现扭曲。这样的显示代表了模态补全(AC)的关键条件,其中轮廓碎片的平滑连续-无论多么小-与其可能的单调插值相冲突。平滑性和单调性被认为是AC在轮廓水平上的基本约束。为了解释Gerbino错觉,我们对比了两种来自替代AC框架的模型:基于轮廓片段文字表示的视觉插值和视觉近似,前者可以容忍轮廓片段的小定向错误,与平滑性和单调性约束兼容。为了测量巧合遮挡角的侧面感知错位,我们引入了一种新的技术来分析多探头调整任务的数据。外推和倾斜调整误差的无监督聚类分析表明,在Gerbino错觉中观察到的畸变与视觉近似一致,特别是与定向错误和局部收缩模态完成角度的连接一致。我们的技术和获得的结果的含义为视觉完井过程提供了新的线索。
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引用次数: 0
Skill-based differences in the impact of opponent exposure during anticipation: the role of context-environment dependency 预期中对手暴露影响的技能差异:情境-环境依赖的作用
Pub Date : 2023-08-08 DOI: 10.3389/fcogn.2023.1100911
N. V. Gredin, Joseph L. Thomas, David P. Broadbent, B. Fawver, A. M. Williams
We examined skilled-based differences in the impact of exposure to an opponent with action tendencies that were either independent of, dependent on, or both independent of and dependent on evolving environmental information during anticipation.A video-based two-vs.-two soccer task was employed, where 14 expert and 14 novice soccer players had to predict an attacking opponent's imminent actions, before and after exposure to the preceding actions of the opponent.Anticipation accuracy, number of responses congruent with the opponent's action tendencies, response confidence, and visual dwell time on the opponent in possession increased following opponent exposure, both in experts and novices. When compared to novices, experts demonstrated higher anticipation accuracy, more congruent responses, and greater response confidence. Novices performed at their best when the opponent exhibited action tendencies that were independent of the environment, whereas experts demonstrated their highest performance when the opponent had action tendencies that were both independent of and dependent on unfolding environmental information.Our findings provide novel insights into the role of context-environment dependency and support the notion that experts are superior to novices in detecting and utilizing opponents' action tendencies and integrating this information with unfolding environmental information during anticipation.
我们研究了暴露于对手的影响中基于技能的差异,对手的行动倾向要么独立于,要么依赖于,要么既独立于又依赖于预期期间不断变化的环境信息。一个基于视频的双人游戏。-采用两项足球任务,其中14名专家和14名新手足球运动员必须预测攻击对手即将采取的行动,在接触对手之前的行动之前和之后。专家和新手的预期准确度、与对手动作倾向一致的反应数量、反应信心和对对手持有的视觉停留时间在对手暴露后都有所增加。与新手相比,专家表现出更高的预测准确性,更一致的反应,更大的反应信心。当对手表现出独立于环境的行动倾向时,新手表现得最好,而当对手的行动倾向既独立于又依赖于展开的环境信息时,专家表现得最好。我们的研究结果为情境-环境依赖的作用提供了新的见解,并支持了专家在发现和利用对手的行动倾向以及在预期过程中将这些信息与展开的环境信息相结合方面优于新手的观点。
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引用次数: 0
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