Title :
Redundancy implications for early-life reliability: experimental verification of an integrated yield-reliability model
Author :
Barnett, Thomas S. ; Grady, Matt ; Purdy, Kathleen ; Singh, Adit D.
Author_Institution :
Logic Test Div., IBM Microeletronics, Essex Junction, VT, USA
Abstract :
This paper validates an integrated yield-reliability model for redundant memory using yield and stress test data from a 36 Mbit SRAM memory chip and an 8 Mbit embedded DRAM chip. In both cases, those chips determined functional following wafer test and repair were subjected to voltage stress and burn-in. It is shown that the yield-reliability model can accurately model not only the fraction of die with 0, 1, 2, ... repairs, but also predict the number of stress test failures for a die with a given number of repairs. Because defects in integrated circuits tend to cluster, it has been suspected that repaired die have a greater chance of containing early-life reliability defects than die with no repairs. Repaired die should therefore be more likely to fail stress tests than die with no repairs. This work presents the first experimental validation of these statements. In particular, experimental results indicate that, as predicted by the yield-reliability model, the stress test failure probability is linearly related to the number of repairs; the slope of this line is intimately related to the degree to which defects cluster over the wafer. Model predictions are in excellent agreement with observed data.
Keywords :
DRAM chips; SRAM chips; failure analysis; integrated circuit reliability; integrated circuit testing; integrated circuit yield; logic testing; probability; redundancy; semiconductor process modelling; 36 Mbit; 8 Mbit; IC defect clustering; SRAM memory chips; burn-in; early-life reliability defects; early-life reliability redundancy implications; embedded DRAM chips; integrated yield-reliability model experimental verification; redundant memory; repaired dies; stress test failure prediction; stress test failure probability; voltage stress; wafer test/repair; yield/stress test data; Circuit testing; Embedded computing; Integrated circuit modeling; Logic testing; Microelectronics; Occupational stress; Predictive models; Redundancy; Semiconductor device modeling; Voltage;
Conference_Titel :
Test Conference, 2002. Proceedings. International
Print_ISBN :
0-7803-7542-4
DOI :
10.1109/TEST.2002.1041821