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A Universal Error Correction Method for Memristive Stateful Logic Devices for Practical Near‐Memory Computing

机译:用于实际近记忆计算的缺点状态逻辑器件的通用误差校正方法

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摘要

Memristive stateful logic allows complete in‐memory computing and is considered to be a next‐generation computing technology for low power edge applications. Since the first stateful IMP gate was proposed in 2010, few studies have yet addressed the operating reliability issues that should be resolved before the technology is practically realized. Herein, a feasible near‐memory error correction method for a typical bipolar‐type memristor stateful logic system is proposed. An error correction principles using a HfO2‐based crossbar array device is explained, and two types of error correction methods checking if the number of FALSE data is zero and if the number of TRUE data is odd are proposed. Although the error correction modules require additional circuits and processing time, the resulting computing efficiency is comparable with conventional stateful logic techniques. Its application with a one‐bit full adder is demonstrated and its feasibility for practical stateful logic devices is validated.
机译:忆故逻辑允许完整的内存计算,并且被认为是低功率边缘应用的下一代计算技术。由于2010年提出了第一个有状态的IMP门,因此很少有研究尚未解决在实际实现技术之前应该解决的操作可靠性问题。这里,提出了一种用于典型双极型忆阻器状态逻辑系统的可行的近存储器纠错方法。说明使用基于HFO2的横杆阵列设备的纠错原理,以及两种类型的纠错方法检查是否假数据的数量为零,如果提出了真实数据的数量是奇数。虽然纠错模块需要额外的电路和处理时间,但是得到的计算效率与传统的状态逻辑技术相当。它具有一位全额加法器的应用,并验证了实际状态逻辑设备的可行性。

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