IEEE Electron Device Letters · 2018 · 14 citations · 15 references
EngineeringElectrical EngineeringPhysicsMicroelectronicsPlasma PhysicsSemiconductor DevicesDevice CharacterizationFactor AnalysisRadiation Damage In MaterialsRadiation HardeningShort-channel EffectsGate Oxide DegradationMosfet ModelingPlasma-induced DamagePlasma-induced DegradationPlasma-induced Surface DamageReliability Degradation MechanismsStatistical Data ReductionThreshold Voltage
In this letter, factor analysis is employed to investigate the hidden dependencies and correlations of plasma-induced damage with other FEOL and BEOL parameters in bulk FinFET technology. First, the test structures are described and the amount of threshold voltage shift resulting from plasma damage is characterized. Next, the different parameters considered are listed and extracted. Finally, they are correlated to the amount of damage inflicted to the transistors using statistical reduction and factor analysis. It is found that the communality of the shift with the parameters considered may partly explain the degraded variability of plasma damaged MOSFET devices.
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Bootstrap Methods: Another Look at the Jackknife
B. Efron · The Annals of Statistics · 1979 · 17.4K citations · Full text