Use of charge sharing to reduce energy consumption in wide fan-in gates
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Bibliographic record
Abstract
This paper presents a novel technique to reduce the energy and delay of dynamic large fan-in gates. The basic idea is to generate a low swing output signal by first charging a small dummy capacitor and then discharging it on the (pre-discharged) gate output. By employing the principle of charge sharing, a small swing will be created on the gate output. This swing can be then detected and restored to CMOS level using a sense amplifier. Simulation results illustrates 2 to 4 times energy savings and up to 3.6 times speed-up as compared to conventional dynamic approaches. The design of a 32/spl times/32 TLB in a 0.6 um process using the proposed approach is also described.
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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) | 0.001 | 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