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Implementation of digital equality comparator circuit on memristive memory crossbar array using material implication logic

机译:使用材料含义逻辑实现忆阻存储器横杆阵列数字平等比较器电路的实现

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One of the most significant constraints of Von Neumann architecture is the limited bandwidth between memory and processor. The cost to move data back and forth between memory and processor is considerably higher than the computation in the processor itself. This architecture significantly impacts the Big Data and data-intensive application such as DNA analysis comparison which spend most of the processing time to move data. Recently, the in-memory processing concept was proposed, which is based on the capability to perform the logic operation on the physical memory structure using a crossbar topology and non-volatile resistive-switching memristor technology. This paper proposes a scheme to map digital equality comparator circuit on memristive memory crossbar array. The 2-bit, 4-bit, 8-bit, 16-bit, 32-bit, and 64-bit of equality comparator circuit are mapped on memristive memory crossbar array by using material implication logic in a sequential and parallel method. The simulation results show that, for the 64-bit word size, the parallel mapping exhibits 2.8 x better performance in total execution time than sequential mapping but has a trade-off in terms of energy consumption and area utilization. Meanwhile, the total crossbar area can be reduced by 1.2x for sequential mapping and 1.5 X for parallel mapping both by using the overlapping technique.
机译:von neumann架构最重要的限制之一是内存和处理器之间的带宽有限。在存储器和处理器之间来回移动数据的成本远高于处理器本身中的计算。这种架构显着影响大数据和数据密集型应用,例如DNA分析比较,其中大部分处理时间都可以移动数据。最近,提出了内存处理概念,其基于使用横梁拓扑和非易失性电阻切换映射器技术在物理存储器结构上执行逻辑操作的能力。本文提出了一种映射模忆横梁阵列上的数字平等比较器电路的方案。在顺序和并行方法中使用材料含义逻辑,将2位,4位,8位,16位,32位和64位相等比较器电路映射到Memristive Memory CrossBar阵列。仿真结果表明,对于64位字大小,并行映射在总执行时间内表现出2.8 x更好的性能,而不是顺序映射,但在能量消耗和区域利用方面具有权衡。同时,通过使用重叠技术,总横杆区域可以减小1.2倍,用于顺序映射,用于并行映射的1.5倍。

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