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空间整合的非线性在初级视觉皮层的各层中有所不同。

Non-linearity of spatial integration varies across layers of primary visual cortex.

作者信息

Cagnol Remy, Antolík Ján, Palmer Larry A, Contreras Diego

机构信息

Faculty of Mathematics and Physics, Charles University, Prague, Czech Republic.

Department of Neuroscience, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104.

出版信息

bioRxiv. 2025 Jun 3:2025.04.10.648107. doi: 10.1101/2025.04.10.648107.

DOI:10.1101/2025.04.10.648107
PMID:40501837
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12157352/
Abstract

The receptive field (RF) of visual cortical neurons is highly dynamic and context-dependent, shaped by both the spatial and temporal properties of stimuli and the complex architecture of cortical circuits. While classical RF mapping through extracellular recordings reveals only the area triggering spiking responses, intracellular recordings reveal a much broader region of subthreshold synaptic input. We investigated how neurons in different cortical layers integrate visual input across space, with a focus on the linearity of spatial summation. Using intracellular recordings, we found that supragranular complex cells integrate input in a highly sublinear manner, in contrast to infragranular complex cells and simple cells, which exhibited near-linear summation. To understand the underlying mechanisms, we employed a large-scale recurrent spiking model of cat primary visual cortex (V1). Modeling results point to the differential patterning of long-range horizontal connections-particularly their targeting of excitatory versus inhibitory neurons-as a potential source of the observed layer-specific integration properties. These findings suggest that RFs emerge from interaction of feedforward, horizontal, and possibly feedback inputs, that are continuous in space, challenging the conventional notions of fixed spatial RF boundaries in early visual processing.

摘要

视觉皮层神经元的感受野(RF)具有高度的动态性且依赖于上下文,它由刺激的空间和时间特性以及皮层回路的复杂结构所塑造。虽然通过细胞外记录进行的经典感受野映射仅揭示了触发动作电位反应的区域,但细胞内记录揭示了一个更广泛的阈下突触输入区域。我们研究了不同皮层层中的神经元如何在空间上整合视觉输入,重点关注空间总和的线性。通过细胞内记录,我们发现与颗粒下层复杂细胞和简单细胞表现出近乎线性的总和不同,颗粒上层复杂细胞以高度亚线性的方式整合输入。为了理解其潜在机制,我们采用了猫初级视觉皮层(V1)的大规模递归发放模型。建模结果表明,长程水平连接的差异模式——特别是它们对兴奋性神经元和抑制性神经元的靶向——是观察到的层特异性整合特性的潜在来源。这些发现表明,感受野源自前馈、水平以及可能的反馈输入的相互作用,这些输入在空间上是连续的,这挑战了早期视觉处理中固定空间感受野边界的传统观念。

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本文引用的文献

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A comprehensive data-driven model of cat primary visual cortex.猫初级视皮层的综合数据驱动模型。
PLoS Comput Biol. 2024 Aug 21;20(8):e1012342. doi: 10.1371/journal.pcbi.1012342. eCollection 2024 Aug.
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Revisiting horizontal connectivity rules in V1: from like-to-like towards like-to-all.重新审视初级视觉皮层中的水平连接规则:从同类到同类再到同类到所有。
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