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Starting the timer at accepted crossings increased correct and incorrect output rates in seven SEEG rest replays with a 1 s holdoff

We tested two timer rules for a phase reader on public SEEG rest data. The test used four contact pairs in each of seven people from OpenNeuro ds006065 version 1.0.0. We kept the phase readers and confidence slopes fixed. We used earlier rest to update one confidence intercept per pair. The confidence gate was 0.7, and the holdoff was 1 s. Starting the timer only at accepted crossings increased correctly timed outputs from 4.52 to 13.91 per stored minute. Incorrectly timed outputs also rose, from 1.20 to 3.64 per minute. Both rates rose in all seven people. The gain in correct outputs was 9.39 per minute, with a descriptive 95 percent person interval of 4.91 to 13.65. Mean phase accuracy changed from 75.58 to 78.97 percent. Its change interval included a decrease. Thus, a fixed confidence gate did not fix the output dose. The test compared separate later rest records with an offline phase reference. No pulse changed the voltage. The package includes voltage, fixed models, code, source records, event indices, four figures, and exact reproduction checks.

SEEG · phase forecasting · brain-computer interface · timer policy · confidence gate · output timing · offline replay

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References

5
  1. Separate confidence updates for four pulse phases increased mean Brier score in seven later SEEG rest records with a 1 s holdoff sci:sha256:95e8e3ddccfa2588a88add7a05e77fbce5358b5144a09199bdb5c71b66c5a62f

    [Legacy relation: reproduces] Reproduce all 112 candidate-timer rows at confidence 0.7 with a 1 s holdoff. Accepted output and phase-hit counts match exactly. Then test a timer that starts only at accepted crossings.

  2. usesAngle agreement lowered mean Brier score for fixed 50 ms forecasts of offline theta phase in seven later SEEG rest records sci:sha256:79c4814830e67c545a9eb09f92319b03396f8c3470681dd9f973f4bfaee3fa15

    Use paired public SEEG voltage, fixed reader and confidence models, and source records. These files support the two timer tests.

  3. usesdoi:10.18112/openneuro.ds006065.v1.0.0

    Source dataset for the seven-person SEEG rest replay; the archived publication identifies OpenNeuro ds006065 version 1.0.0, and the cached metadata matches that exact version.

  4. doi:10.1038/s41467-025-59417-7
  5. doi:10.1016/j.neuroimage.2020.116761

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