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线性模型无法预测猫视觉皮层中细胞的方向选择性。

A linear model fails to predict orientation selectivity of cells in the cat visual cortex.

作者信息

Volgushev M, Vidyasagar T R, Pei X

机构信息

Department of Neurobiology, Max-Planck-Institute for Biophysical Chemistry, Göttingen-Nikolausberg, Germany.

出版信息

J Physiol. 1996 Nov 1;496 ( Pt 3)(Pt 3):597-606. doi: 10.1113/jphysiol.1996.sp021711.

DOI:10.1113/jphysiol.1996.sp021711
PMID:8930828
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC1160848/
Abstract
  1. Postsynaptic potentials (PSPs) evoked by visual stimulation in simple cells in the cat visual cortex were recorded using in vivo whole-cell technique. Responses to small spots of light presented at different positions over the receptive field and responses to elongated bars of different orientations centred on the receptive field were recorded. 2. To test whether a linear model can account for orientation selectivity of cortical neurones, responses to elongated bars were compared with responses predicted by a linear model from the receptive field map obtained from flashing spots. 3. The linear model faithfully predicted the preferred orientation, but not the degree of orientation selectivity or the sharpness of orientation tuning. The ratio of optimal to non-optimal responses was always underestimated by the model. 4. Thus non-linear mechanisms, which can include suppression of non-optimal responses and/or amplification of optimal responses, are involved in the generation of orientation selectivity in the primary visual cortex.
摘要
  1. 使用体内全细胞技术记录了猫视觉皮层简单细胞中视觉刺激诱发的突触后电位(PSP)。记录了对在感受野不同位置呈现的小光点的反应,以及对以感受野为中心的不同方向的细长条的反应。2. 为了测试线性模型是否能够解释皮层神经元的方向选择性,将对细长条的反应与由从闪烁光点获得的感受野图的线性模型预测的反应进行了比较。3. 线性模型如实地预测了偏好方向,但没有预测方向选择性的程度或方向调谐的锐度。模型总是低估了最佳反应与非最佳反应的比率。4. 因此,非线性机制,包括对非最佳反应的抑制和/或对最佳反应的放大,参与了初级视觉皮层中方向选择性的产生。

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