探索大脑的视觉系统来创造人工视觉

T. Yagi
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引用次数: 1

摘要

神经形态视网膜是一个非常大规模的集成电路,其结构和功能被设计成模仿视网膜神经网络。为了研究自然视觉环境下视网膜回路的功能,我们建立了神经形态视网膜模型。该模型由模拟VLSI电路和现场可编程门阵列(FPGA)组成,能够实时再现主要类型视网膜神经元的响应。利用神经形态视网膜,我们进行了“虚拟体内实验”,实时再现视网膜神经元对自然场景做出反应的神经元图像。我们还将神经形态视网膜应用于机器人视觉和视觉假肢。神经形态装置和系统为电子工程和神经科学的研究提供了一种新的方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Quest for visual system of the brain to create artificial vision
The neuromorphic retina is a very large scale integrated (VLSI) circuit whose structure and function are designed to mimic those of retinal neuronal network. We have developed a neuromorphic retina model to study the function of retinal circuits in natural visual environment. The model consists of analog VLSI circuit and Field Programmable Gate Array (FPGA), enabling to reproduce responses of major types of retinal neuron in real time. Using the neuromorphic retina, we conducted “virtual in vivo experiments” in which neuronal images of retinal neurons responding to natural scenes are reproduced in real time. We also applied the neuromorphic retina to robotic vision and visual prosthetics. The neuromorphic device and system provide a novel methodology to advance research not only in electronic engineering but also in neuroscience.
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