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A Survey of Memristive Threshold Logic Circuits

机译:忆阻阈值逻辑电路概述

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摘要

In this paper, we review different memristive threshold logic (MTL) circuits that are inspired from the synaptic action of the flow of neurotransmitters in the biological brain. The brainlike generalization ability and the area minimization of these threshold logic circuits aim toward crossing Moore's law boundaries at device, circuits, and systems levels. Fast switching memory, signal processing, control systems, programmable logic, image processing, reconfigurable computing, and pattern recognition are identified as some of the potential applications of MTL systems. The physical realization of nanoscale devices with memristive behavior from materials, such as TiO₂, ferroelectrics, silicon, and polymers, has accelerated research effort in these application areas, inspiring the scientific community to pursue the design of high-speed, low-cost, low-power, and high-density neuromorphic architectures.
机译:在本文中,我们回顾了不同的忆阻阈值逻辑(MTL)电路,这些电路是受生物大脑中神经递质的流动的突触作用启发而产生的。这些阈值逻辑电路的大脑般的泛化能力和面积最小化旨在在设备,电路和系统级别跨越摩尔定律边界。快速切换存储器,信号处理,控制系统,可编程逻辑,图像处理,可重构计算和模式识别被认为是MTL系统的一些潜在应用。由诸如TiO 2,铁电体,硅和聚合物等材料制成的具有忆阻性能的纳米级器件的物理实现,加速了在这些应用领域的研究工作,激发了科学界对高速,低成本,低成本的设计的追求。功率和高密度神经形态架构。

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