2026-08-29T18:34:08.451813
image/svg+xml
Matplotlib v3.10.8, https://matplotlib.org/
0
10
20
30
Final classification error (%)
Clean
Raw
Static calibration
Overclamp
SDIL
Overclamp + SDIL
(a) Nonlinear CLLN with component errors
1
0
−
2
1
0
−
1
Residual sampling error (V/s, RMSE)
0
5
10
15
20
25
30
Final classification error (%)
(b) Local sample-path mismatch
Pedestal mismatch
Gain mismatch
0
10
20
30
Final classification error (%)
Ideal CDS
Common pedestal
Sample noise
Refresh every 4
Mild combined
Strong combined
Overclamp + mild
(c) Nonideal local sampling
40 tasks × 4 device draws; error bars are task-bootstrap 95% intervals