1971
DOI: 10.1063/1.1659778
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Statistical Metallurgical Model for Electromigration Failure in Aluminum Thin-Film Conductors

Abstract: A statistical metallurgical model of the random structural defects which cause electromigration failure in aluminum thin-film conductors is presented. The model relates time-to-failure to the various divergences which may be present in the conductor. Structural divergences due to differences in grain size, grain-boundary mobility, and grain-boundary orientation with respect to the electric field vector E lim →, are considered. The statistical distributions of divergences due to these attributes are empirically… Show more

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Cited by 122 publications
(19 citation statements)
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“…These peculiarities grow with time in chaotic order [241,242]. As a result, the metal line is covered by cells of voids and pileup of metal material accumulation.…”
Section: Electromigrationmentioning
confidence: 99%
“…These peculiarities grow with time in chaotic order [241,242]. As a result, the metal line is covered by cells of voids and pileup of metal material accumulation.…”
Section: Electromigrationmentioning
confidence: 99%
“…Model extraction was done following the method of Meeker and Escobar [16], using Splida statistical analysis software [17]. Electromigration failure data for silicon interconnect have historically been analyzed using a lognormal distribution [18], but there is also evidence that this distribution may lead to overly optimistic projections at the low end of the failure distribution [19]. Both lognormal and Weibull distributions have been used to analyze bump electromigration data [2,20,21].…”
Section: Figure 3 Cross Section Of a Failed Bump Showing Severe Voimentioning
confidence: 99%
“…The issue of weak links and early failures in Albased interconnects has been an active research topic for a number of years. 6,7,[31][32][33][34][35][36][37][38][39] An example might be the presence of nonbamboo grains along a chain of bamboo grains in a narrow Al(Cu) interconnect. The presence of early failures in small amounts in an interconnect population would be undetectable in the small samplings (20 or so) typically used for EM testing.…”
Section: Weakest Link Approximation and Failure Distributionsmentioning
confidence: 99%