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视觉皮层中神经元的方向选择性是非线性的且依赖于层状结构。

Direction selectivity of neurons in the visual cortex is non-linear and lamina-dependent.

作者信息

Kim Taekjun, Freeman Ralph D

机构信息

Vision Science Graduate Group, University of California, Berkeley, CA, USA.

Helen Wills Neuroscience Institute, University of California, Berkeley, CA, USA.

出版信息

Eur J Neurosci. 2016 May;43(10):1389-99. doi: 10.1111/ejn.13223. Epub 2016 Mar 23.

Abstract

Neurons in the visual cortex are generally selective to direction of movement of a stimulus. Although models of this direction selectivity (DS) assume linearity, experimental data show stronger degrees of DS than those predicted by linear models. Our current study was intended to determine the degree of non-linearity of the DS mechanism for cells within different laminae of the cat's primary visual cortex. To do this, we analysed cells in our database by using neurophysiological and histological approaches to quantify non-linear components of DS in four principal cortical laminae (layers 2/3, 4, 5, and 6). We used a DS index (DSI) to quantify degrees of DS in our sample. Our results showed laminar differences. In layer 4, the main thalamic input region, most neurons were of the simple type and showed high DSI values. For complex cells in layer 4, there was a broad distribution of DSI values. Similar features were observed in layer 2/3, but complex cells were dominant. In deeper layers (5 and 6), DSI value distributions were characterized by clear peaks at high values. Independently of specific lamina, high DSI values were accompanied by narrow orientation tuning widths. Differences in orientation tuning for non-preferred vs. preferred directions were smallest in layer 4 and largest in layer 6. These results are consistent with a non-linear process of intra-cortical inhibition that enhances DS by selective suppression of neuronal firing for non-preferred directions of stimulus motion in a lamina-dependent manner. Other potential mechanisms are also considered.

摘要

视觉皮层中的神经元通常对刺激的运动方向具有选择性。尽管这种方向选择性(DS)模型假设为线性,但实验数据显示出比线性模型预测更强的DS程度。我们当前的研究旨在确定猫初级视觉皮层不同层内细胞的DS机制的非线性程度。为此,我们通过使用神经生理学和组织学方法分析我们数据库中的细胞,以量化四个主要皮质层(第2/3层、第4层、第5层和第6层)中DS的非线性成分。我们使用DS指数(DSI)来量化我们样本中的DS程度。我们的结果显示了层间差异。在主要丘脑输入区域的第4层,大多数神经元是简单型的,并且显示出高DSI值。对于第4层中的复杂细胞,DSI值分布广泛。在第2/3层中观察到类似特征,但复杂细胞占主导。在更深的层(第5层和第6层)中,DSI值分布的特征是在高值处有明显的峰值。与特定层无关,高DSI值伴随着窄的方向调谐宽度。非偏好方向与偏好方向的方向调谐差异在第4层最小,在第6层最大。这些结果与皮层内抑制的非线性过程一致,该过程通过以层依赖的方式选择性抑制刺激运动非偏好方向的神经元放电来增强DS。还考虑了其他潜在机制。

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