High-density recording reveals sparse clusters (but not columns) for shape and texture encoding in macaque V4.

IF 4.4 2区 医学 Q1 NEUROSCIENCES
Tomoyuki Namima, Erin Kempkes, Polina Zamarashkina, Natalia Owen, Anitha Pasupathy
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Abstract

Macaque area V4 includes neurons that exhibit exquisite selectivity for visual form and surface texture, but their functional organization across laminae is unknown. We used high-density Neuropixels probes in two awake monkeys (one female and one male) to characterize shape and texture tuning of dozens of neurons simultaneously across layers. We found sporadic clusters of neurons that exhibit similar tuning for shape and texture: ∼20% exhibited similar tuning with their neighbors. Importantly, these clusters were confined to a few layers, seldom 'columnar' in structure. This was the case even when neurons were strongly driven, and exhibited robust contrast invariance for shape and texture tuning. We conclude that functional organization in area V4 is not columnar for shape and texture stimulus features and in general organization maybe at a coarser stimulus category scale (e.g. selectivity for stimuli with vs without 3D cues), and a coarser spatial scale (assessed by optical imaging), rather than at a fine scale in terms of similarity in single neuron tuning for specific features. We speculate that this may be a direct consequence of the great diversity of inputs integrated by V4 neurons to build variegated tuning manifolds in a high-dimensional space.Significance Statement In the primary visual cortex of the macaque monkey, studies have demonstrated columnar functional organization, i.e. shared tuning across layers for stimulus orientation, spatial frequency, ocular dominance, etc. In mid and higher level visual form processing stages, where neurons exhibit high-dimensional tuning, functional organization has been harder to evaluate. Here, leveraging the use of the high-density Neuropixels probes to record simultaneously from dozens of neurons across cortical layers, we demonstrate that functional organization is not columnar for shape and texture tuning in area V4, a midlevel stage critical for form processing. Our results contribute to the debate about the functional significance of cortical columns providing support to the idea that they emerge due to one-to-many representational expansion.

高密度记录揭示了猕猴 V4 中形状和纹理编码的稀疏簇(而非列)。
猕猴 V4 区的神经元对视觉形状和表面纹理具有精湛的选择性,但它们在各层的功能组织尚不清楚。我们在两只清醒的猴子(一雌一雄)身上使用了高密度 Neuropixels 探针,以同时描述各层数十个神经元的形状和纹理调谐特征。我们发现一些零星的神经元集群对形状和纹理表现出相似的调谐:20%的神经元与它们的邻近神经元表现出相似的调谐。重要的是,这些神经元簇局限于几个层,很少呈 "柱状 "结构。即使在神经元受到强烈驱动的情况下也是如此,并且在形状和纹理调谐方面表现出强大的对比不变性。我们的结论是,V4 区的功能组织对于形状和纹理刺激特征而言并非柱状,一般而言,其组织可能是在较粗的刺激类别尺度(如对有三维线索刺激与无三维线索刺激的选择性)和较粗的空间尺度(通过光学成像评估)上,而不是在单个神经元对特定特征的调谐相似性的精细尺度上。我们推测,这可能是 V4 神经元在高维空间中整合了大量不同的输入以构建多样调谐流形的直接结果。 重要声明 在猕猴的初级视觉皮层中,研究证明了柱状功能组织,即各层之间对刺激方向、空间频率、眼球优势等的共享调谐。在神经元表现出高维调谐的中高级视觉形式处理阶段,功能组织则更难评估。在这里,我们利用高密度 Neuropixels 探针同时记录大脑皮层数十个神经元的数据,证明了 V4 区的形状和纹理调谐的功能组织不是柱状的,而 V4 区是形式加工的关键中级阶段。我们的研究结果为有关大脑皮层列的功能意义的争论做出了贡献,为大脑皮层列是由于一对多的表征扩展而出现的这一观点提供了支持。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of Neuroscience
Journal of Neuroscience 医学-神经科学
CiteScore
9.30
自引率
3.80%
发文量
1164
审稿时长
12 months
期刊介绍: JNeurosci (ISSN 0270-6474) is an official journal of the Society for Neuroscience. It is published weekly by the Society, fifty weeks a year, one volume a year. JNeurosci publishes papers on a broad range of topics of general interest to those working on the nervous system. Authors now have an Open Choice option for their published articles
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