Forte Jason D, Hashemi-Nezhad Maziar, Dobbie William J, Dreher Bogdan, Martin Paul R
National Vision Research Institute of Australia, Cnr Keppel & Cardigan Streets, Carlton, and the Department of Optometry and Vision Sciences, The University of Melbourne, Parkville, Australia.
Vis Neurosci. 2005 Jul-Aug;22(4):479-91. doi: 10.1017/S0952523805224094.
Many neurons in the primary visual cortex (area V1) show pronounced selectivity for the orientation and spatial frequency of visual stimuli, whereas most neurons in subcortical afferent streams show little selectivity for these stimulus attributes. It has been suggested that this transformation is a functional sign of increased coding efficiency, whereby the redundancy (or overlap in response properties) is reduced at consecutive levels of visual processing. Here we compared experimentally the response redundancy in area V1 with that in the three main dorsal thalamic afferent streams, the parvocellular (PC), koniocellular (KC), and magnocellular (MC) divisions of the dorsal lateral geniculate nucleus (LGN) in marmosets. The spatial frequency and orientation tuning of single cells in the LGN and area V1 were measured, using luminance contrast sine-wave gratings. A joint spatial frequency-orientation response selectivity profile was calculated for each cell. Response redundancy for each population was estimated by cross-multiplication of the joint selectivity profiles for pairs of cells. We show that when estimated in this way, redundancy in LGN neurons is approximately double that of neurons in cortical area V1. However, there are differences between LGN subdivisions, such that the KC pathway has a spatial representation that lies between the redundant code of the PC and MC pathways and the more efficient sparse spatial code of area V1.
初级视觉皮层(V1区)中的许多神经元对视觉刺激的方向和空间频率表现出明显的选择性,而皮层下传入神经流中的大多数神经元对这些刺激属性的选择性很小。有人认为,这种转变是编码效率提高的一种功能标志,即视觉处理的连续层次上冗余(或反应特性的重叠)减少。在这里,我们通过实验比较了狨猴V1区与背侧丘脑三个主要传入神经流(背外侧膝状核(LGN)的小细胞(PC)、侏儒细胞(KC)和大细胞(MC)分区)中的反应冗余。使用亮度对比正弦波光栅测量LGN和V1区单个细胞的空间频率和方向调谐。为每个细胞计算联合空间频率-方向反应选择性图谱。通过对成对细胞的联合选择性图谱进行交叉相乘来估计每个群体的反应冗余。我们表明,以这种方式估计时,LGN神经元的冗余约为皮层V1区神经元冗余的两倍。然而,LGN各分区之间存在差异,使得KC通路的空间表征介于PC和MC通路的冗余编码与V1区更有效的稀疏空间编码之间。