Exploring foci of:
IEEE Access • Vol 11
A Pragmatic Model to Predict Future Device Aging
January 2023 • James Brown, Kean Hong Tok, Rui Gao, Zhigang Ji, Weidong Zhang, John Marsland, T. Chiarella, J. Franco, B. Kaczer, Dimitri Linten, J. F. Zhang
To predict long term device aging under use bias, models extracted from voltage accelerated tests must be extrapolated into the future. The traditional model uses a power law, to linearly fit the test data on a log-log plot, and then extrapolates aging kinetics. The challenge is that the measured data do not always follow a straight line on the log-log plot, calling the accuracy of such prediction into question. Although there are models that can fit test data well in this case, their prediction capability for fut…
Computer Science