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Neuroscience of the yogic theory of consciousness. 意识瑜伽理论的神经科学。
IF 4.1 Q1 PSYCHOLOGY, BIOLOGICAL Pub Date : 2021-10-07 eCollection Date: 2021-01-01 DOI: 10.1093/nc/niab030
Vaibhav Tripathi, Pallavi Bharadwaj

Yoga as a practice and philosophy of life has been followed for more than 4500 years with known evidence of yogic practices in the Indus Valley Civilization. The last few decades have seen a resurgence in the utility of yoga and meditation as a practice with growing scientific evidence behind it. Significant scientific literature has been published, illustrating the benefits of yogic practices including 'asana', 'pranayama' and 'dhyana' on mental and physical well-being. Electrophysiological and recent functional magnetic resonance imaging (fMRI) studies have found explicit neural signatures for yogic practices. In this article, we present a review of the philosophy of yoga, based on the dualistic 'Sankhya' school, as applied to consciousness summarized by Patanjali in his yoga sutras followed by a discussion on the five 'vritti' (modulations of mind), the practice of 'pratyahara', 'dharana', 'dhyana', different states of 'samadhi', and 'samapatti'. We formulate the yogic theory of consciousness (YTC), a cohesive theory that can model both external modulations and internal states of the mind. We propose that attention, sleep and mind wandering should be understood as unique modulatory states of the mind. YTC allows us to model the external states, internal states of meditation, 'samadhi' and even the disorders of consciousness. Furthermore, we list some testable neuroscientific hypotheses that could be answered using YTC and analyse the benefits, outcomes and possible limitations.

瑜伽作为一种实践和人生哲学已经被人们所遵循了4500多年 印度河流域文明中瑜伽实践的已知证据。在过去的几十年里,瑜伽和冥想作为一种练习的实用性重新兴起,背后有越来越多的科学证据。已经发表了大量的科学文献,说明了瑜伽练习(包括“体式”、“调息”和“dhyana”)对身心健康的好处。电生理学和最近的功能磁共振成像(fMRI)研究已经发现了瑜伽练习的明确神经特征。在这篇文章中,我们回顾了瑜伽哲学,基于二元“三合一”学派,将其应用于帕坦贾利在他的瑜伽经中总结的意识,然后讨论了五种“心的调节”,“修行”,“陀罗那”,“dhyana”,“三摩地”和“三摩提”的不同状态。我们提出了意识瑜伽理论(YTC),这是一种衔接理论,可以模拟大脑的外部调节和内部状态。我们提出,注意力、睡眠和走神应该被理解为思维的独特调节状态。YTC允许我们模拟冥想的外部状态、内部状态、“三摩地”甚至意识障碍。此外,我们列出了一些可以使用YTC回答的可测试的神经科学假设,并分析了其益处、结果和可能的局限性。
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引用次数: 0
Of maps and grids. 地图和网格。
IF 4.1 Q1 PSYCHOLOGY, BIOLOGICAL Pub Date : 2021-09-21 eCollection Date: 2021-01-01 DOI: 10.1093/nc/niab022
Matteo Grasso, Andrew M Haun, Giulio Tononi

Neuroscience has made remarkable advances in accounting for how the brain performs its various functions. Consciousness, too, is usually approached in functional terms: the goal is to understand how the brain represents information, accesses that information, and acts on it. While useful for prediction, this functional, information-processing approach leaves out the subjective structure of experience: it does not account for how experience feels. Here, we consider a simple model of how a "grid-like" network meant to resemble posterior cortical areas can represent spatial information and act on it to perform a simple "fixation" function. Using standard neuroscience tools, we show how the model represents topographically the retinal position of a stimulus and triggers eye muscles to fixate or follow it. Encoding, decoding, and tuning functions of model units illustrate the working of the model in a way that fully explains what the model does. However, these functional properties have nothing to say about the fact that a human fixating a stimulus would also "see" it-experience it at a location in space. Using the tools of Integrated Information Theory, we then show how the subjective properties of experienced space-its extendedness-can be accounted for in objective, neuroscientific terms by the "cause-effect structure" specified by the grid-like cortical area. By contrast, a "map-like" network without lateral connections, meant to resemble a pretectal circuit, is functionally equivalent to the grid-like system with respect to representation, action, and fixation but cannot account for the phenomenal properties of space.

神经科学在解释大脑如何发挥其各种功能方面取得了显著进展。意识通常也是从功能的角度来处理的:目的是了解大脑是如何表示信息、访问信息并对其采取行动的。虽然这种功能性的信息处理方法对预测很有用,但它忽略了经验的主观结构:它不考虑经验的感受。在这里,我们考虑一个简单的模型,说明一个类似于后皮质区域的“网格状”网络如何表示空间信息,并对其进行作用,以执行简单的“固定”功能。使用标准的神经科学工具,我们展示了模型如何以拓扑图的方式表示刺激的视网膜位置,并触发眼睛肌肉固定或跟随它。模型单元的编码、解码和调谐功能以充分解释模型作用的方式说明了模型的工作。然而,这些功能特性并不能说明这样一个事实,即人类注视着一个刺激也会“看到”它在太空中的某个位置体验到它。然后,使用综合信息理论的工具,我们展示了体验空间的主观特性及其扩展性如何在客观的神经科学术语中通过网格状皮层区域指定的“因果结构”来解释。相比之下,一个没有横向连接的“地图状”网络,旨在类似于测试前的电路,在表示、动作和固定方面在功能上等同于网格状系统,但不能解释空间的非凡性质。
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引用次数: 11
Publisher’s note to: towards a computational phenomenology of mental action: modelling meta-awareness and attentional control with deep parametric active inference 出版商的注释:对心理行为的计算现象学:建模元意识和注意控制与深度参数主动推理
IF 4.1 Q1 PSYCHOLOGY, BIOLOGICAL Pub Date : 2021-09-16 DOI: 10.1093/nc/niab035
L. Sandved-Smith, C. Hesp, J. Mattout, K. Friston, A. Lutz, M. Ramstead
Meta-awareness refers to the capacity to explicitly notice the current content of consciousness and has been identified as a key component for the successful control of cognitive states, such as the deliberate direction of attention. This paper proposes a formal model of meta-awareness and attentional control using hierarchical active inference. To do so, we cast mental action as policy selection over higher-level cognitive states and add a further hierarchical level to model meta-awareness states that modulate the expected confidence (precision) in the mapping between observations and hidden cognitive states. We simulate the example of mind-wandering and its regulation during a task involving sustained selective attention on a perceptual object. This provides a computational case study for an inferential architecture that is apt to enable the emergence of these central components of human phenomenology, namely, the ability to access and control cognitive states. We propose that this approach can be generalized to other cognitive states, and hence, this paper provides the first steps towards the development of a computational phenomenology of mental action and more broadly of our ability to monitor and control our own cognitive states. Future steps of this work will focus on fitting the model with qualitative, behavioural, and neural data.
元意识指的是明确注意到意识当前内容的能力,它被认为是成功控制认知状态(如有意识的注意力方向)的关键组成部分。本文提出了一种基于层次主动推理的元意识和注意控制形式化模型。为此,我们将心理行为作为高级认知状态的策略选择,并在模型元意识状态中添加进一步的层次,元意识状态调节观察和隐藏认知状态之间映射的预期置信度(精度)。我们模拟走神的例子和它的调节在一个任务中涉及持续选择性注意一个感性的对象。这为推理架构提供了一个计算案例研究,该架构易于实现人类现象学的这些核心组成部分,即访问和控制认知状态的能力。我们认为这种方法可以推广到其他认知状态,因此,本文为心理行为的计算现象学的发展提供了第一步,更广泛地说,我们监控和控制自己认知状态的能力。这项工作的未来步骤将集中于用定性、行为和神经数据拟合模型。
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引用次数: 0
V1 as an egocentric cognitive map. 作为以自我为中心的认知地图的 V1
IF 3.1 Q1 PSYCHOLOGY, BIOLOGICAL Pub Date : 2021-09-14 eCollection Date: 2021-01-01 DOI: 10.1093/nc/niab017
Paul Linton

We typically distinguish between V1 as an egocentric perceptual map and the hippocampus as an allocentric cognitive map. In this article, we argue that V1 also functions as a post-perceptual egocentric cognitive map. We argue that three well-documented functions of V1, namely (i) the estimation of distance, (ii) the estimation of size, and (iii) multisensory integration, are better understood as post-perceptual cognitive inferences. This argument has two important implications. First, we argue that V1 must function as the neural correlates of the visual perception/cognition distinction and suggest how this can be accommodated by V1's laminar structure. Second, we use this insight to propose a low-level account of visual consciousness in contrast to mid-level accounts (recurrent processing theory; integrated information theory) and higher-level accounts (higher-order thought; global workspace theory). Detection thresholds have been traditionally used to rule out such an approach, but we explain why it is a mistake to equate visibility (and therefore the presence/absence of visual experience) with detection thresholds.

我们通常将 V1 区分为以自我为中心的感知图谱和以分配为中心的认知图谱。在这篇文章中,我们认为 V1 还具有感知后以自我为中心的认知图谱的功能。我们认为,V1 的三个有据可查的功能,即(i) 距离估计、(ii) 大小估计和(iii) 多感觉整合,可以更好地理解为感知后认知推断。这一论点有两个重要意义。首先,我们认为 V1 必须作为视觉感知/认知区别的神经相关因素发挥作用,并提出 V1 的层状结构如何能够适应这一点。其次,我们利用这一洞察力提出了视觉意识的低层次理论,与中层次理论(循环处理理论;综合信息理论)和高层次理论(高阶思维;全局工作空间理论)形成对比。检测阈值历来被用来排除这种方法,但我们解释了为什么把可见性(以及视觉经验的存在/不存在)等同于检测阈值是错误的。
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引用次数: 0
Local neuronal relational structures underlying the contents of human conscious experience. 人类意识体验内容背后的局部神经元关系结构。
IF 4.1 Q1 PSYCHOLOGY, BIOLOGICAL Pub Date : 2021-09-03 eCollection Date: 2021-01-01 DOI: 10.1093/nc/niab028
Rafael Malach

While most theories of consciousness posit some kind of dependence on global network activities, I consider here an alternative, localist perspective-in which localized cortical regions each underlie the emergence of a unique category of conscious experience. Under this perspective, the large-scale activation often found in the cortex is a consequence of the complexity of typical conscious experiences rather than an obligatory condition for the emergence of conscious awareness-which can flexibly shift, depending on the richness of its contents, from local to more global activation patterns. This perspective fits a massive body of human imaging, recordings, lesions and stimulation data but opens a fundamental problem: how can the information, defining each content, be derived locally in each cortical region. Here, I will discuss a solution echoing pioneering structuralist ideas in which the content of a conscious experience is defined by its relationship to all other contents within an experiential category. In neuronal terms, this relationship structure between contents is embodied by the local geometry of similarity distances between cortical activation patterns generated during each conscious experience, likely mediated via networks of local neuronal connections. Thus, in order for any conscious experience to appear in an individual's mind, two central conditions must be met. First, a specific configural pattern ("bar-code") of neuronal activity must appear within a local relational geometry, i.e. a cortical area. Second, the individual neurons underlying the activated pattern must be bound into a unified functional ensemble through a burst of recurrent neuronal firing: local "ignitions".

虽然大多数意识理论都认为意识依赖于全球性的网络活动,但我在这里考虑的是另一种局部主义视角--即局部皮层区域各自支撑着一类独特的意识体验的出现。在这一视角下,大脑皮层中经常出现的大规模激活是典型意识体验复杂性的结果,而不是意识觉察出现的强制性条件--意识觉察可以根据其内容的丰富程度,灵活地从局部激活模式转向更具全球性的激活模式。这一观点符合大量的人类成像、记录、病变和刺激数据,但也提出了一个根本性问题:如何在每个皮层区域局部获得定义每个内容的信息。在这里,我将讨论一种与结构主义先驱思想相呼应的解决方案,即意识体验的内容是由其与体验类别中所有其他内容的关系来定义的。用神经元的术语来说,内容之间的这种关系结构体现为每次有意识体验过程中产生的皮层激活模式之间相似性距离的局部几何图形,这种几何图形很可能是通过局部神经元连接网络介导的。因此,任何有意识的体验要想出现在个体的头脑中,必须满足两个核心条件。首先,神经元活动的特定构型模式("条形码")必须出现在局部关系几何中,即一个皮质区域内。其次,激活模式背后的单个神经元必须通过神经元的循环发射(即局部 "点燃")结合成一个统一的功能组合。
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引用次数: 0
Consciousness in active inference: Deep self-models, other minds, and the challenge of psychedelic-induced ego-dissolution. 主动推理中的意识:深层的自我模型、其他心智,以及迷幻诱导的自我溶解的挑战。
IF 4.1 Q1 PSYCHOLOGY, BIOLOGICAL Pub Date : 2021-09-01 eCollection Date: 2021-01-01 DOI: 10.1093/nc/niab024
George Deane

Predictive processing approaches to brain function are increasingly delivering promise for illuminating the computational underpinnings of a wide range of phenomenological states. It remains unclear, however, whether predictive processing is equipped to accommodate a theory of consciousness itself. Furthermore, objectors have argued that without specification of the core computational mechanisms of consciousness, predictive processing is unable to inform the attribution of consciousness to other non-human (biological and artificial) systems. In this paper, I argue that an account of consciousness in the predictive brain is within reach via recent accounts of phenomenal self-modelling in the active inference framework. The central claim here is that phenomenal consciousness is underpinned by 'subjective valuation'-a deep inference about the precision or 'predictability' of the self-evidencing ('fitness-promoting') outcomes of action. Based on this account, I argue that this approach can critically inform the distribution of experience in other systems, paying particular attention to the complex sensory attenuation mechanisms associated with deep self-models. I then consider an objection to the account: several recent papers argue that theories of consciousness that invoke self-consciousness as constitutive or necessary for consciousness are undermined by states (or traits) of 'selflessness'; in particular the 'totally selfless' states of ego-dissolution occasioned by psychedelic drugs. Drawing on existing work that accounts for psychedelic-induced ego-dissolution in the active inference framework, I argue that these states do not threaten to undermine an active inference theory of consciousness. Instead, these accounts corroborate the view that subjective valuation is the constitutive facet of experience, and they highlight the potential of psychedelic research to inform consciousness science, computational psychiatry and computational phenomenology.

大脑功能的预测处理方法越来越有希望阐明各种现象学状态的计算基础。然而,目前尚不清楚预测处理是否能够适应意识本身的理论。此外,反对者认为,如果没有明确意识的核心计算机制,预测处理就无法告知意识归属于其他非人类(生物和人工)系统。在这篇论文中,我认为,通过最近在主动推理框架中对现象自我建模的描述,预测大脑中意识的描述是触手可及的。这里的核心主张是,现象意识是以“主观评价”为基础的,这是对自我证明(“动机”)行动结果的准确性或“可预测性”的深入推断。基于这一描述,我认为这种方法可以批判性地为其他系统中的经验分布提供信息,特别关注与深度自我模型相关的复杂感觉衰减机制。然后,我认为有人反对这种说法:最近的几篇论文认为,将自我意识作为意识的组成部分或必要部分的意识理论被“无私”的状态(或特征)所破坏;特别是由迷幻药引起的“完全无私”的自我溶解状态。根据现有的工作,在主动推理框架中解释了迷幻诱导的自我溶解,我认为这些状态不会破坏意识的主动推理理论。相反,这些描述证实了主观评价是经验的组成部分的观点,并强调了迷幻研究为意识科学、计算精神病学和计算现象学提供信息的潜力。
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引用次数: 9
Towards a computational phenomenology of mental action: modelling meta-awareness and attentional control with deep parametric active inference. 迈向心理行动的计算现象学:用深度参数主动推理模拟元意识和注意力控制。
IF 4.1 Q1 PSYCHOLOGY, BIOLOGICAL Pub Date : 2021-08-27 eCollection Date: 2021-01-01 DOI: 10.1093/nc/niab018
Lars Sandved-Smith, Casper Hesp, Jérémie Mattout, Karl Friston, Antoine Lutz, Maxwell J D Ramstead

Meta-awareness refers to the capacity to explicitly notice the current content of consciousness and has been identified as a key component for the successful control of cognitive states, such as the deliberate direction of attention. This paper proposes a formal model of meta-awareness and attentional control using hierarchical active inference. To do so, we cast mental action as policy selection over higher-level cognitive states and add a further hierarchical level to model meta-awareness states that modulate the expected confidence (precision) in the mapping between observations and hidden cognitive states. We simulate the example of mind-wandering and its regulation during a task involving sustained selective attention on a perceptual object. This provides a computational case study for an inferential architecture that is apt to enable the emergence of these central components of human phenomenology, namely, the ability to access and control cognitive states. We propose that this approach can be generalized to other cognitive states, and hence, this paper provides the first steps towards the development of a computational phenomenology of mental action and more broadly of our ability to monitor and control our own cognitive states. Future steps of this work will focus on fitting the model with qualitative, behavioural, and neural data.

元意识指的是明确注意到当前意识内容的能力,被认为是成功控制认知状态(如有意识地引导注意力)的关键要素。本文利用分层主动推理提出了元意识和注意力控制的正式模型。为此,我们将心理行为视为对高层次认知状态的策略选择,并增加了一个层次来模拟元意识状态,元意识状态可以调节观察结果与隐藏认知状态之间映射的预期置信度(精确度)。我们模拟了在一项涉及对感知对象的持续选择性注意的任务中思维游离及其调节的例子。这为推理架构提供了一个计算案例研究,而推理架构正是人类现象学的核心组成部分,即访问和控制认知状态的能力。我们提出,这种方法可以推广到其他认知状态,因此,本文为开发心理行为计算现象学,以及更广泛地开发我们监测和控制自身认知状态的能力迈出了第一步。这项工作的未来步骤将侧重于将模型与定性、行为和神经数据相匹配。
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引用次数: 0
Explanatory profiles of models of consciousness - towards a systematic classification. 意识模型的解释性概况--走向系统分类。
IF 4.1 Q1 PSYCHOLOGY, BIOLOGICAL Pub Date : 2021-08-27 eCollection Date: 2021-01-01 DOI: 10.1093/nc/niab021
Camilo Miguel Signorelli, Joanna Szczotka, Robert Prentner

Models of consciousness aim to inspire new experimental protocols and aid interpretation of empirical evidence to reveal the structure of conscious experience. Nevertheless, no current model is univocally accepted on either theoretical or empirical grounds. Moreover, a straightforward comparison is difficult for conceptual reasons. In particular, we argue that different models explicitly or implicitly subscribe to different notions of what constitutes a satisfactory explanation, use different tools in their explanatory endeavours and even aim to explain very different phenomena. We thus present a framework to compare existing models in the field with respect to what we call their 'explanatory profiles'. We focus on the following minimal dimensions: mode of explanation, mechanisms of explanation and target of explanation. We also discuss the empirical consequences of the discussed discrepancies among models. This approach may eventually lead to identifying driving assumptions, theoretical commitments, experimental predictions and a better design of future testing experiments. Finally, our conclusion points to more integrative theoretical research, where axiomatic models may play a critical role in solving current theoretical and experimental contradictions.

意识模型旨在启发新的实验方案,帮助解释经验证据,以揭示意识体验的结构。然而,无论从理论上还是从经验上看,目前还没有一种模式被一致接受。此外,由于概念上的原因,很难进行直接比较。特别是,我们认为,不同的模型或明或暗地认同不同的概念,即什么是令人满意的解释,在解释过程中使用不同的工具,甚至旨在解释截然不同的现象。因此,我们提出了一个框架,用于比较该领域现有模型的 "解释性特征"。我们将重点放在以下几个最基本的方面:解释模式、解释机制和解释目标。我们还讨论了所讨论的模型间差异的经验后果。这种方法最终可能导致确定驱动假设、理论承诺、实验预测以及更好地设计未来的测试实验。最后,我们的结论指向更具综合性的理论研究,其中公理模型可能在解决当前理论和实验矛盾方面发挥关键作用。
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引用次数: 0
Comparing theories of consciousness: why it matters and how to do it. 比较意识理论:为什么重要以及如何做到这一点。
IF 4.1 Q1 PSYCHOLOGY, BIOLOGICAL Pub Date : 2021-08-18 eCollection Date: 2021-01-01 DOI: 10.1093/nc/niab019
Simon Hviid Del Pin, Zuzanna Skóra, Kristian Sandberg, Morten Overgaard, Michał Wierzchoń

The theoretical landscape of scientific studies of consciousness has flourished. Today, even multiple versions of the same theory are sometimes available. To advance the field, these theories should be directly compared to determine which are better at predicting and explaining empirical data. Systematic inquiries of this sort are seen in many subfields in cognitive psychology and neuroscience, e.g. in working memory. Nonetheless, when we surveyed publications on consciousness research, we found that most focused on a single theory. When 'comparisons' happened, they were often verbal and non-systematic. This fact in itself could be a contributing reason for the lack of convergence between theories in consciousness research. In this paper, we focus on how to compare theories of consciousness to ensure that the comparisons are meaningful, e.g. whether their predictions are parallel or contrasting. We evaluate how theories are typically compared in consciousness research and related subdisciplines in cognitive psychology and neuroscience, and we provide an example of our approach. We then examine the different reasons why direct comparisons between theories are rarely seen. One possible explanation is the unique nature of the consciousness phenomenon. We conclude that the field should embrace this uniqueness, and we set out the features that a theory of consciousness should account for.

意识科学研究的理论版图已经蓬勃发展。如今,同一理论有时甚至有多个版本。为了推动这一领域的发展,应该对这些理论进行直接比较,以确定哪些理论在预测和解释经验数据方面更胜一筹。认知心理学和神经科学的许多分支领域(如工作记忆)都有此类系统研究。然而,当我们对有关意识研究的出版物进行调查时,我们发现大多数出版物都只关注单一理论。即使进行了 "比较",也往往是口头的、非系统的。这一事实本身就可能是意识研究中各种理论缺乏趋同性的一个原因。在本文中,我们将重点讨论如何对意识理论进行比较,以确保比较是有意义的,例如,它们的预测是平行的还是对比的。我们评估了意识研究以及认知心理学和神经科学的相关分支学科通常是如何对理论进行比较的,并举例说明了我们的方法。然后,我们研究了理论之间很少进行直接比较的不同原因。一种可能的解释是意识现象的独特性。我们的结论是,这一领域应该接受这种独特性,我们还列出了意识理论应该说明的特征。
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引用次数: 0
Time and time again: a multi-scale hierarchical framework for time-consciousness and timing of cognition. 一次又一次:时间意识和认知时机的多尺度分层框架。
IF 3.1 Q1 PSYCHOLOGY, BIOLOGICAL Pub Date : 2021-08-12 eCollection Date: 2021-01-01 DOI: 10.1093/nc/niab020
Ishan Singhal, Narayanan Srinivasan

Temporality and the feeling of 'now' is a fundamental property of consciousness. Different conceptualizations of time-consciousness have argued that both the content of our experiences and the representations of those experiences evolve in time, or neither have temporal extension, or only content does. Accounting for these different positions, we propose a nested hierarchical model of multiple timescales that accounts for findings on timing of cognition and phenomenology of temporal experience. This framework hierarchically combines the three major philosophical positions on time-consciousness (i.e. cinematic, extensional and retentional) and presents a common basis for temporal experience. We detail the properties of these hierarchical levels and speculate how they could coexist mechanistically. We also place several findings on timing and temporal experience at different levels in this hierarchy and show how they can be brought together. Finally, the framework is used to derive novel predictions for both timing of our experiences and time perception. The theoretical framework offers a novel dynamic space that can bring together sub-fields of cognitive science like perception, attention, action and consciousness research in understanding and describing our experiences both in and of time.

时间性和 "现在 "的感觉是意识的基本属性。不同的时间意识概念认为,我们经验的内容和这些经验的表征都是随着时间演变的,或者两者都没有时间延伸,或者只有内容有时间延伸。考虑到这些不同的立场,我们提出了一个多时间尺度的嵌套层次模型,以解释关于认知时间和时间体验现象学的研究结果。这个框架从层次上结合了关于时间意识的三种主要哲学立场(即电影式、延伸式和保持式),并提出了时间体验的共同基础。我们详细介绍了这些层次的特性,并推测了它们如何在机制上共存。我们还将有关时间和时间体验的若干研究成果置于这一层次结构的不同层面,并说明如何将它们结合在一起。最后,我们利用该框架对我们的经验和时间感知的定时进行了新的预测。该理论框架提供了一个新颖的动态空间,可将认知科学的子领域(如感知、注意力、行动和意识研究)结合起来,以理解和描述我们在时间和时间中的体验。
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引用次数: 0
期刊
Neuroscience of Consciousness
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