Tanaka Shigeru, Miyashita Masanobu, Ribot Jérôme
Laboratory for Visual Neurocomputing, Brain Science Institute, RIKEN, 2-1 Hirosawa, Wako, Saitama 351-0198, Japan.
Neural Netw. 2004 Oct-Nov;17(8-9):1363-75. doi: 10.1016/j.neunet.2004.06.014.
It is widely accepted that functional maps in the mammalian visual cortex such as ocular dominance columns and orientation columns are formed depending on neural activity. There is still, however, controversy on how much visual experience contributes to the map formation during development. In the present study, we address this issue from mathematical modeling and experimental investigation. Using a model of activity-dependent self-organization of geniculo-cortical afferent inputs, we showed that spontaneous activity in the LGN can produce orientation maps, while the exposure to drifting gratings results in sharply segregated orientation maps as observed in cat visual cortex. The restricted exposure to a single orientation of the grating led to the over-representation of the exposed orientation, which was moderated by the contribution of learning based on the spontaneous activity. These theoretical results were confirmed by intrinsic optical recordings from area 18 of kittens reared under various visual conditions.
人们普遍认为,哺乳动物视觉皮层中的功能图谱,如眼优势柱和方位柱,是根据神经活动形成的。然而,关于视觉经验在发育过程中对图谱形成的贡献程度,仍然存在争议。在本研究中,我们从数学建模和实验研究两个方面来解决这个问题。使用一个依赖活动的膝状体 - 皮层传入输入自组织模型,我们发现外侧膝状体(LGN)中的自发活动可以产生方位图谱,而暴露于漂移光栅会导致如在猫视觉皮层中观察到的那样,形成明显分离的方位图谱。对单一方位光栅的有限暴露导致暴露方位的过度表征,而基于自发活动的学习作用会对这种情况起到调节作用。这些理论结果通过在各种视觉条件下饲养的小猫的18区的内在光学记录得到了证实。