New Insights Into the Single Event Transient Propagation Through Static and TSPC Logic
Why this work is in the frame
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Bibliographic record
Abstract
An investigation of the Single Event Transient (SET) characteristics (amplitude and width) variation while propagating through static and True Single Phase Clock (TSPC) logic is presented. The dependencies of the SET characteristics on the input patterns, propagation paths, pulse polarity, diverging paths, and re-converging paths are investigated. New insights on the propagation induced pulse broadening (PIPB) phenomenon in different combinations of static and TSPC logic are reported. The worst and the best propagation paths for SET pulse broadening and attenuation are identified. Our results demonstrate that SET pulses propagation can lead to Byzantine faults as they propagate through diverging paths. A new way to abstract all possible interpretations of the SET induced Byzantine fault phenomenon is proposed.
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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