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MINIMUM VOID SIZE AND 3-PARAMETER LOGNORMAL DISTRIBUTION FOR EM FAILURES IN CU INTERCONNECTS

机译:Cu互连中EM故障的最小空隙大小和3参数Lognormal分布

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Broad failure time distributions were observed for line depletion electromigration in Cu interconnects for various structures without sufficient liner contact and via redundancy. The root cause for this behavior was identified as the sensitivity of failure times to the void size, shape and location. Application of the traditional 2-parameter lognormal distribution model to corresponding stress data often results in very pessimistic EM lifetime projections. A 3-parameter lognormal distribution was found not only to fit the experimental data better, especially for the early portion of the failure time distributions, but also to generate more accurate lifetime projections for void-size-limited EM. Given the nature of EM wear-out, deeper consideration indicates that a 3-parameter lognormal distribution has a sounder physical basis than a 2-parameter lognormal distribution. The new parameter introduced in the model, the minimum failure time (X{sub}0), scales with via size over several technology generations, further validating the minimum void size explanation.
机译:对于在Cu互连的线耗尽电迁移中,在没有足够的衬里接触和通过冗余的情况下观察到广泛的故障时间分布。这种行为的根本原因被识别为失败时间到空隙尺寸,形状和位置的敏感性。将传统的2参数Lognormal分布模型应用于相应的应力数据通常导致非常悲观的EM寿命投影。发现3参数逻辑分布不仅可以更好地适应实验数据,特别是对于故障时间分布的早期部分,而且还可以为空隙尺寸限制的EM产生更准确的寿命投影。鉴于EM磨损的性质,更深入的考虑表明,3参数Lognormal分布具有比2参数Lognormal分布的放声物理基础。在模型中引入的新参数,最小故障时间(x {sub} 0),通过多个技术几代通过通过尺寸,进一步验证最小的空隙尺寸解释。

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