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猫纹状皮层简单细胞的线性和非线性特性:两种非线性类型。

Linear and nonlinear properties of simple cells of the striate cortex of the cat: two types of nonlinearity.

作者信息

Glezer V D, Gauzelman V E

机构信息

Pavlov Institute of Physiology, St. Petersburg, Russia.

出版信息

Exp Brain Res. 1997 Nov;117(2):281-91. doi: 10.1007/s002210050223.

Abstract

In a proportion of simple cells of the striate cortex, the weighting functions of the receptive fields (RFs) had more periods than could be established by mapping using responses to light bars and dark bars. In these multiperiodical cells, side subfields do not respond to single bars, as they have lower weights than central zones and the excitation is under the threshold of impulse response if a single bar is applied. This fact has been established by different methods: conditioning and testing stimuli, grating patches, and inverse Fourier transform of the amplitude-phase characteristic, combining them in one cell. We assume that this type of nonlinarity can be used in analyzing the image, as it acts as a spatial-frequency filter of the area overlapped by the RF. The responses to complex gratings composed by two sinusoidal gratings of different frequency, contrast, and phase shift were compared with the sum of the responses to the gratings when they were presented separately. The results show that the principle of superposition holds a reasonable approximation even if the response is evoked from the side subzones. Some simple cells have nonlinear properties beyond the classic zone of RF (2nd type of nonlinearity). Linear cells have a tendency to be localized in layer 4 of striate cortex, cells with a nonlinear surround in layers 2, 3, 5, and 6. The significance of both types of nonlinearities in simple cells is discussed.

摘要

在纹状皮层的一部分简单细胞中,感受野(RF)的加权函数具有比使用对亮条和暗条的反应进行映射所能确定的更多周期。在这些多周期细胞中,侧子区域对单个条不产生反应,因为它们的权重低于中心区域,并且如果施加单个条,兴奋低于冲动反应的阈值。这一事实已通过不同方法得到证实:条件刺激和测试刺激、光栅斑块以及幅度 - 相位特性的逆傅里叶变换,并在单个细胞中结合使用这些方法。我们假设这种非线性类型可用于分析图像,因为它充当了RF重叠区域的空间频率滤波器。将由两个不同频率、对比度和相移的正弦光栅组成的复杂光栅的反应与单独呈现光栅时的反应总和进行了比较。结果表明,即使反应是从侧子区域诱发的,叠加原理也能保持合理的近似。一些简单细胞具有超出经典RF区域的非线性特性(第二种非线性类型)。线性细胞倾向于位于纹状皮层的第4层,具有非线性周边的细胞位于第2、3、5和6层。讨论了简单细胞中这两种非线性类型的意义。

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