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Yield and Reliability Improvement Techniques for Emerging Nonvolatile STT-MRAM

机译:新兴的非易失性STT-MRAM的良率和可靠性改进技术

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The emerging spin transfer torque magnetic random access memory (STT-MRAM) promises many attractive features, such as nonvolatile, high speed and low power etc, which enable it to be a promising candidate for the next-generation logic and memory circuits. However with the continuous scaling technology process, the chip yield and reliability of STT-MRAM face severe challenges due to the increasing permanent and transient faults. Due to the intrinsic fault features and the targeted application requirements of STT-MRAM, traditional fault tolerant design solutions, such as error correction code (ECC), redundancy repair (RR), and fault masking (FM) techniques, cannot be employed straightforwardly for STT-MRAM. In this paper, we propose a synergistic technique framework, named sECC, that integrates both the ECC and FM techniques to address simultaneously the permanent and transient faults. With such approach, permanent faults are masked while transient faults are corrected with the same codeword. Moreover taking into consideration the fact that most permanent faults are sparse [about 60%–70% single isolated faults (SIFs)], we propose further integrating the RR and sECC (named iRRsECC) to optimize the system performance. In this scenario, all the SIFs are masked and the transient faults are corrected with the proposed sECC, while other permanent faulty types (e.g., faulty rows or columns) are repaired with redundant rows or columns. A simulation tool is developed to evaluate the proposed techniques and the evaluation results show their good performance in terms of repair rate and hardware overhead.
机译:新兴的自旋转移矩磁性随机存取存储器(STT-MRAM)具有许多吸引人的功能,例如非易失性,高速和低功耗等,这使其成为下一代逻辑和存储电路的有希望的候选者。但是,随着连续缩放技术的发展,由于永久性故障和瞬态故障的增加,STT-MRAM的芯片产量和可靠性面临严峻挑战。由于STT-MRAM固有的故障特征和目标应用需求,传统的容错设计解决方案(例如纠错码(ECC),冗余修复(RR)和故障屏蔽(FM)技术)不能直接用于STT-MRAM。在本文中,我们提出了一个名为sECC的协同技术框架,该框架融合了ECC和FM技术以同时解决永久性故障和瞬态故障。通过这种方法,掩盖了永久性故障,而瞬态故障则用相同的码字进行了纠正。此外,考虑到大多数永久性故障稀疏[大约60%–70%单个孤立故障(SIF)],我们建议进一步集成RR和sECC(称为iRRsECC)以优化系统性能。在这种情况下,所有SIF都将被屏蔽,并使用建议的sECC纠正瞬态故障,而其他永久性故障类型(例如,故障行或列)则使用冗余行或列进行修复。开发了一种仿真工具来评估所提出的技术,评估结果显示出它们在修复率和硬件开销方面的良好性能。

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