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小鼠视觉皮层 2/3 层中局部神经元群体对视觉场景的表示。

Representation of visual scenes by local neuronal populations in layer 2/3 of mouse visual cortex.

机构信息

Brain Research Institute, Department of Neurophysiology, University of Zurich Zurich, Switzerland.

出版信息

Front Neural Circuits. 2011 Dec 12;5:18. doi: 10.3389/fncir.2011.00018. eCollection 2011.

Abstract

How are visual scenes encoded in local neural networks of visual cortex? In rodents, visual cortex lacks a columnar organization so that processing of diverse features from a spot in visual space could be performed locally by populations of neighboring neurons. To examine how complex visual scenes are represented by local microcircuits in mouse visual cortex we measured visually evoked responses of layer 2/3 neuronal populations using 3D two-photon calcium imaging. Both natural and artificial movie scenes (10 seconds duration) evoked distributed and sparsely organized responses in local populations of 70-150 neurons within the sampled volumes. About 50% of neurons showed calcium transients during visual scene presentation, of which about half displayed reliable temporal activation patterns. The majority of the reliably responding neurons were activated primarily by one of the four visual scenes applied. Consequently, single-neurons performed poorly in decoding, which visual scene had been presented. In contrast, high levels of decoding performance (>80%) were reached when considering population responses, requiring about 80 randomly picked cells or 20 reliable responders. Furthermore, reliable responding neurons tended to have neighbors sharing the same stimulus preference. Because of this local redundancy, it was beneficial for efficient scene decoding to read out activity from spatially distributed rather than locally clustered neurons. Our results suggest a population code in layer 2/3 of visual cortex, where the visual environment is dynamically represented in the activation of distinct functional sub-networks.

摘要

视觉场景如何在视觉皮层的局部神经网络中编码?在啮齿动物中,视觉皮层缺乏柱状组织,因此来自视觉空间中某一点的各种特征的处理可以由邻近神经元的群体在局部完成。为了研究复杂的视觉场景如何通过小鼠视觉皮层的局部微电路来表示,我们使用 3D 双光子钙成像测量了 2/3 层神经元群体的视觉诱发反应。自然和人工电影场景(持续 10 秒)在采样体积内的 70-150 个神经元的局部群体中诱发了分布式和稀疏组织的反应。大约 50%的神经元在视觉场景呈现期间显示钙瞬变,其中大约一半显示可靠的时间激活模式。大多数可靠反应的神经元主要由应用的四个视觉场景之一激活。因此,单个神经元在解码呈现的视觉场景方面表现不佳。相比之下,当考虑群体反应时,达到了高水平的解码性能(>80%),需要大约 80 个随机挑选的细胞或 20 个可靠的反应者。此外,可靠反应的神经元往往有具有相同刺激偏好的邻居。由于这种局部冗余,从空间分布而不是局部聚类的神经元中读取活动对于有效的场景解码是有益的。我们的结果表明,在视觉皮层的 2/3 层存在群体编码,其中视觉环境在不同功能子网络的激活中动态表示。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/27dd/3235640/68529eb82f4f/fncir-05-00018-g0001.jpg

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