Bi-Modal Variability of nFinFET Characteristics During Hot-Carrier Stress: A Modeling Approach

We present a statistical analysis of the cumulative impact of random traps (RTs) and dopants (RDs) on hot-carrier degradation (HCD) in n-channel FinFETs. Calculations are performed at three combinations of high stress voltages and for conditions close to the operating regime. We generate 200 different configurations of devices with RDs and subsequently solve the Boltzmann transport equation to obtain the continuous interface trap concentration Nit. These deterministic densities Nit for each individual configuration are randomized and converted to 200 different configurations of RTs, yielding a total amount of 40,000 samples in our study. The analysis shows that at high stress voltages (with both RTs and RDs taken into account) probability densities of linear drain currents and device lifetimes are close to a bi-modal normal distribution, while in the operating regime such a trend is not visible.