An FPGA implementation of an on-line radix-4 CORDIC 2-D IDCT core
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Bibliographic record
Abstract
In this paper, we present a new architecture for a two-dimensional (2D) inverse discrete cosine transform (IDCT) core based on a modified radix-4 on-line CORDIC algorithm and distributed arithmetic (DA). The architecture is designed to take advantage of the "carry-free" addition property of redundant number representation and the "multiplierless" property of DA. The core operates on blocks of 8/spl times/8 pixels, with 12-bit and 9-bit precision for inputs and outputs, respectively. The proposed design is implemented on Xilinx Virtex XC2V 1000 FPGA. The test results show that the core for IDCT can operate at 100 MHz, while meeting the accuracy requirements of the CCITT H.26x standard.
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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