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Programmable retinal dynamics in a CMOS mixed-signal array processor chip

机译:CMOS混合信号阵列处理器芯片中的可编程视网膜动力学

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The low-level image processing that takes place in the retina is intended to compress the relevant visual information to a manageable size. The behavior of the external layers of the biological retina has been successfully modelled by a Cellular Neural Network, whose evolution can be described by a set of coupled nonlinear differential equations. A mixed-signal VLSI implementation of the focal-plane low-level image processing based upon this biological model constitutes a feasible and cost effective alternative to conventional digital processing in real-time applications. For these reasons, a programmable array processor prototype chip has been designed and fabricated in a standard 0.5μm CMOS technology. The integrated system consists of a network of two coupled layers, containing 32 x 32 elementary processors, running at different time constants. Involved image processing algorithms can be programmed on this chip by tuning the appropriate interconnections weights. Propagative, active wave phenomena and retina-like effects can be observed in this chip. Design challenges, trade-offs, the buildings blocks and some test results are presented in this paper.
机译:视网膜中发生的低级图像处理旨在将相关的视觉信息压缩到可管理的大小。通过细胞神经网络已成功地模拟了生物视网膜外层的行为,其发展可以通过一组耦合的非线性微分方程来描述。基于此生物学模型的焦平面低级图像处理的混合信号VLSI实现构成了实时应用中常规数字处理的一种可行且具有成本效益的替代方案。由于这些原因,已经以标准的0.5μmCMOS技术设计和制造了可编程阵列处理器原型芯片。集成系统由两个耦合层组成的网络,其中包含32 x 32个基本处理器,它们以不同的时间常数运行。通过调整适当的互连权重,可以在该芯片上对涉及的图像处理算法进行编程。可以在该芯片中观察到传播性的活动波现象和类似视网膜的效应。本文介绍了设计挑战,折衷方案,构件以及一些测试结果。

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