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源自解剖学确定的大规模V1输入的灵长类动物V2感受野

Primate V2 Receptive Fields Derived from Anatomically Identified Large-Scale V1 Inputs.

作者信息

Hassanpour Mahlega S, Merlin Sam, Federer Frederick, Zaidi Qasim, Angelucci Alessandra

出版信息

bioRxiv. 2024 Mar 27:2024.03.22.586002. doi: 10.1101/2024.03.22.586002.

Abstract

In the primate visual system, visual object recognition involves a series of cortical areas arranged hierarchically along the ventral visual pathway. As information flows through this hierarchy, neurons become progressively tuned to more complex image features. The circuit mechanisms and computations underlying the increasing complexity of these receptive fields (RFs) remain unidentified. To understand how this complexity emerges in the secondary visual area (V2), we investigated the functional organization of inputs from the primary visual cortex (V1) to V2 by combining retrograde anatomical tracing of these inputs with functional imaging of feature maps in macaque monkey V1 and V2. We found that V1 neurons sending inputs to single V2 orientation columns have a broad range of preferred orientations, but are strongly biased towards the orientation represented at the injected V2 site. For each V2 site, we then constructed a feedforward model based on the linear combination of its anatomically-identified large-scale V1 inputs, and studied the response proprieties of the generated V2 RFs. We found that V2 RFs derived from the linear feedforward model were either elongated versions of V1 filters or had spatially complex structures. These modeled RFs predicted V2 neuron responses to oriented grating stimuli with high accuracy. Remarkably, this simple model also explained the greater selectivity to naturalistic textures of V2 cells compared to their V1 input cells. Our results demonstrate that simple linear combinations of feedforward inputs can account for the orientation selectivity and texture sensitivity of V2 RFs.

摘要

在灵长类动物视觉系统中,视觉物体识别涉及沿腹侧视觉通路分层排列的一系列皮质区域。随着信息在这一层次结构中流动,神经元逐渐被调整为对更复杂的图像特征做出反应。这些感受野(RFs)日益复杂背后的电路机制和计算方式仍不明确。为了了解这种复杂性如何在次级视觉区域(V2)中出现,我们通过将这些输入的逆行解剖追踪与猕猴V1和V2中特征图的功能成像相结合,研究了从初级视觉皮层(V1)到V2的输入的功能组织。我们发现,向单个V2方位柱发送输入的V1神经元具有广泛的偏好方位,但强烈偏向于在注入的V2位点所代表的方位。然后,对于每个V2位点,我们基于其在解剖学上确定的大规模V1输入的线性组合构建了一个前馈模型,并研究了生成的V2感受野的响应特性。我们发现,从线性前馈模型导出的V2感受野要么是V1滤波器的拉长版本,要么具有空间复杂的结构。这些建模的感受野能够高精度地预测V2神经元对定向光栅刺激的反应。值得注意的是,这个简单的模型还解释了与它们的V1输入细胞相比,V2细胞对自然纹理具有更高的选择性。我们的结果表明,前馈输入的简单线性组合可以解释V2感受野的方位选择性和纹理敏感性。

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