COMPLEX CMOS GATE COLLAPSING TECHNIQUE AND ITS APPLICATION TO TRANSIENT TIME
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Bibliographic record
Abstract
In this paper we present a technique to collapse a CMOS gate into an equivalent inverter. This technique considers deep submicron effects such as mobility degradation and velocity saturation as well as operation regions of both the NMOS and PMOS networks of the considered CMOS gate. In addition, the model accounts for the effect of the gate's internodal capacitances on the behavior of the equivalent Series Connected MOSFET Structure. Depending on the CMOS inverter transition time model presented in Ref. 1, the developed model has accurately predicted the transition time of different CMOS gates. Considering various loads, input switching, and transistor sizes, the model shows an average error of 6%, including the error introduced by the inverter model, as compared to BSIM3v3 using Spectre.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it