Discrete-space continuous-time analog circuits for spatially-bandpass 2D IIR beam filters
Why this work is in the frame
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Bibliographic record
Abstract
Discrete-space continuous-time analog circuits and signal flow graphs (SFGs) for the spatially-bandpass 2D IIR beam filters are proposed for implementing broadband beamforming of temporally down-converted RF signals. The proposed filters have mixed domain 2D transfer-functions with potential applications in wireless communications, cognitive radio, radar and radio-astronomy. The proposed circuit has been verified for correct functionality by simulating in Cadence Virtuoso. These analog filters have advantages over its digital counterparts such as the need for temporal over-sampling, temporal-aliasing, A/D converters are avoided which as a result makes the filters free from quantization noise and reduces the power dissipation due to switching leading to potential lower power circuits.
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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