Ernst U A, Pawelzik K R, Sahar-Pikielny C, Tsodyks M V
Institute for Theoretical Physics, University of Bremen, Kufsteiner Str., D-28334 Bremen, Germany.
Nat Neurosci. 2001 Apr;4(4):431-6. doi: 10.1038/86089.
Previous experiments indicate that the shape of maps of preferred orientation in the primary visual cortex does not depend on visual experience. We propose a network model that demonstrates that the orientation and direction selectivity of individual units and the structure of the corresponding angle maps could emerge from local recurrent connections. Our model reproduces the structure of preferred orientation and direction maps, and explains the origin of their interrelationship. The model also provides an explanation for the correlation between position shifts of receptive fields and changes of preferred orientations of single neurons across the surface of the cortex.
先前的实验表明,初级视觉皮层中偏好取向图谱的形状并不依赖于视觉经验。我们提出了一个网络模型,该模型表明单个单元的取向和方向选择性以及相应角度图谱的结构可以从局部递归连接中产生。我们的模型再现了偏好取向和方向图谱的结构,并解释了它们相互关系的起源。该模型还解释了感受野位置移动与皮层表面单个神经元偏好取向变化之间的相关性。