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神经表征。基于调查的概念分析。

Neural Representation. A Survey-Based Analysis of the Notion.

作者信息

Vilarroya Oscar

机构信息

Departament de Psiquiatria i Medicina Legal, Universitat Autònoma de BarcelonaBarcelona, Spain.

Institut Hospital del Mar d'Investigacions Mèdiques (IMIM)Barcelona, Spain.

出版信息

Front Psychol. 2017 Aug 29;8:1458. doi: 10.3389/fpsyg.2017.01458. eCollection 2017.

Abstract

The word representation (as in "neural representation"), and many of its related terms, such as to represent, representational and the like, play a central explanatory role in neuroscience literature. For instance, in "place cell" literature, place cells are extensively associated with their role in "the representation of space." In spite of its extended use, we still lack a clear, universal and widely accepted view on what it means for a nervous system something, on makes a neural activity a representation, and on is re-presented. The lack of a theoretical foundation and definition of the notion has not hindered actual research. My aim here is to identify how active scientists use the notion of neural representation, and eventually to list a set of criteria, based on actual use, that can help in distinguishing between genuine or non-genuine neural-representation candidates. In order to attain this objective, I present first the results of a survey of authors within two domains, place-cell and multivariate pattern analysis (MVPA) research. Based on the authors' replies, and on a review of neuroscientific research, I outline a set of common properties that an account of neural representation seems to require. I then apply these properties to assess the use of the notion in two domains of the survey, place-cell and MVPA studies. I conclude by exploring a shift in the notion of representation suggested by recent literature.

摘要

“表征”一词(如在“神经表征”中)及其许多相关术语,比如“to represent”“representational”等,在神经科学文献中发挥着核心的解释作用。例如,在“位置细胞”文献中,位置细胞广泛地与其在“空间表征”中的作用相关联。尽管该词被广泛使用,但对于神经系统对某物进行表征意味着什么、是什么使得神经活动成为一种表征以及被再次表征的是什么,我们仍然缺乏清晰、普遍且被广泛接受的观点。该概念缺乏理论基础和定义并没有阻碍实际研究。我在此的目的是确定活跃的科学家如何使用神经表征这一概念,并最终基于实际使用情况列出一组标准,这些标准有助于区分真正的或非真正的神经表征候选者。为了实现这一目标,我首先展示了对位置细胞和多变量模式分析(MVPA)研究这两个领域的作者进行调查的结果。基于作者的回复以及对神经科学研究的综述,我概述了神经表征的一种解释似乎需要的一组共同属性。然后我应用这些属性来评估该概念在调查的两个领域,即位置细胞和MVPA研究中的使用情况。最后,我通过探讨近期文献所暗示的表征概念的转变来得出结论。

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本文引用的文献

1
A cortical-hippocampal-cortical loop of information processing during memory consolidation.
Nat Neurosci. 2017 Feb;20(2):251-259. doi: 10.1038/nn.4457. Epub 2016 Dec 12.
2
Reverse Replay of Hippocampal Place Cells Is Uniquely Modulated by Changing Reward.
Neuron. 2016 Sep 7;91(5):1124-1136. doi: 10.1016/j.neuron.2016.07.047. Epub 2016 Aug 25.
3
Rapid classification of hippocampal replay content for real-time applications.
J Neurophysiol. 2016 Nov 1;116(5):2221-2235. doi: 10.1152/jn.00151.2016. Epub 2016 Aug 17.
4
The hippocampus: a special place for time.
Ann N Y Acad Sci. 2016 Apr;1369(1):93-110. doi: 10.1111/nyas.13043. Epub 2016 Apr 15.
5
Exploring Memory Representations with Activity-Based Genetics.
Cold Spring Harb Perspect Biol. 2015 Dec 18;8(3):a021832. doi: 10.1101/cshperspect.a021832.
6
A Unified Dynamic Model for Learning, Replay, and Sharp-Wave/Ripples.
J Neurosci. 2015 Dec 9;35(49):16236-58. doi: 10.1523/JNEUROSCI.3977-14.2015.
7
Memory and Space: Towards an Understanding of the Cognitive Map.
J Neurosci. 2015 Oct 14;35(41):13904-11. doi: 10.1523/JNEUROSCI.2618-15.2015.
8
A Primer on Pattern-Based Approaches to fMRI: Principles, Pitfalls, and Perspectives.
Neuron. 2015 Jul 15;87(2):257-70. doi: 10.1016/j.neuron.2015.05.025.
9
PLACE CELLS. Autoassociative dynamics in the generation of sequences of hippocampal place cells.
Science. 2015 Jul 10;349(6244):180-3. doi: 10.1126/science.aaa9633.
10
Navigating the human hippocampus without a GPS.
Hippocampus. 2015 Jun;25(6):697-703. doi: 10.1002/hipo.22447. Epub 2015 Apr 2.

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