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General design principle for scalable neural circuits in a vertebrate retina

机译:脊椎动物视网膜中可伸缩神经回路的一般设计原理

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摘要

Unlike mammals, fish continue to grow throughout their lives, to increase the size of their eyes and brain, and to add new neurons to both. As a result of visual system growth, the ability to detect small objects increases with the age and size of the fish. In addition to the birth of new retinal ganglion cells (RGCs), existing cells increase the size of their dendritic arbors with retinal growth. We have used this system to learn design principles a vertebrate retina uses to construct its neural circuits, and find that the size of RGC arbors changes with retina and eye size according to a power law with an exponent close to 1/2. This power law is expected if the retina uses a strategy that, independent of eye size, simultaneously optimizes both the accuracy with which each RGC represents light intensity and the image spatial resolution provided to the fish's brain.
机译:与哺乳动物不同,鱼类在其整个生命中都在不断增长,以增加其眼睛和大脑的大小,并为两者增加新的神经元。由于视觉系统的增长,检测小物体的能力随鱼的年龄和大小而增加。除了新的视网膜神经节细胞(RGC)的诞生,现有的细胞还会随着视网膜的生长而增加其树突状树突的大小。我们已经使用该系统学习了脊椎动物视网膜用来构造其神经回路的设计原理,并发现RGC轴的大小根据幂和近似于1/2的幂定律而随视网膜和眼睛大小而变化。如果视网膜采用一种与眼睛大小无关的策略,同时优化每个RGC代表光强度的精度和提供给鱼脑的图像空间分辨率,则将具有此幂定律。

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