Neutron- and Proton-Induced Single Event Upsets for D- and DICE-Flip/Flop Designs at a 40 nm Technology Node
Why this work is in the frame
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Bibliographic record
Abstract
Neutron- and proton-induced single-event upset cross sections of D- and DICE-Flip/Flops are analyzed for designs implemented in a 40 nm bulk technology node. Neutron and proton testing of the flip/flops show only a 30%-50% difference between D- and DICE-Flip/Flop error rates and cross sections. Simulations are used to show that charge sharing is the primary cause for the similar failures-in-time (FIT) rates. Such small improvement in the single-event performance of the DICE implementation over standard D-Flip/Flop designs may warrant careful consideration for the use of DICE designs in 40 nm bulk technologies and beyond.
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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