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A Computational Retina Model and Its Self-adjustment Property

机译:计算视网膜模型及其自我调整特性

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The results of neurophysiology and biology about early vision inspire us to establish an effective and economical computational model. As the most important part of the early vision, retina is a complex but orderly structure, in which the first essential information is processed preliminarily. In this paper, according to anatomic structure, a multi-layer digital retina model is presented to simulate biological retina and it is placed in a physical visual field of a reduced eye to analyze why the retina can be capable of fulfilling all tasks. The model tries to reach a kind of feasible balance among hardware complexity, computing load and performance as the retina does. This research also contributes to the design and implementation of artificial retina chips to improve perception of visually impaired patients.
机译:关于早期视力的神经生理学和生物学结果激发了我们建立一种有效且经济的计算模型。视网膜是早期视力中最重要的部分,它是一个复杂而有序的结构,其中的第一个基本信息已得到初步处理。在本文中,根据解剖结构,提出了一个多层数字视网膜模型来模拟生物视网膜,并将其放置在一只眼睛缩小的物理视野中,以分析为什么视网膜能够执行所有任务。该模型试图像视网膜一样在硬件复杂性,计算负载和性能之间达到一种可行的平衡。这项研究还有助于设计和实施人造视网膜芯片,以改善对视力障碍患者的感知。

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