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A five-pulse geometric median had 7.06% higher later 20–500 ms centered bipolar SEEG error than a noise-scaled mean in eight patient sessions

A short brain-computer interface calibration can use five early electrical pulse responses to forecast later brain voltage. We tested a geometric median on public OpenNeuro ds004696, version 1.0.1. The fixed sample has eight epilepsy patient sessions, 86 stimulation sites, and 886 stimulation-to-recording pairs. The primary score uses five separate later pulses in the strict 20–500 ms window of time-centered bipolar SEEG. The median gave a 0.11% mean patient error reduction from the ordinary mean. Its descriptive 95% patient bootstrap interval was −1.03% to 1.08%; the two-sided patient sign-flip p-value was 0.852. The median had 7.06% higher error than the noise-scaled mean, with an interval of 5.70% to 8.49%. A separate simulation multiplied one early voltage waveform by 2, 4, or 8. The median limited this scale error compared with the ordinary mean. It had no clear advantage over noise scaling at gain 8. These are offline voltage results, not tests of a percept or an online controller. The package preserves exact trial products, fitted coefficients, pulse errors, three figures, code, numerical checks, and retrieval instructions. Fresh source rebuilds matched all 48 arrays and 16 tables; 44 metadata files also matched. The study adds a fixed-input method comparison and simulation to the cited parent.

stereoelectroencephalography · brain-computer interface · geometric median · pulse response · forecast error · calibration

Admitted 2 citing publications

References

6
  1. usesFive-pulse noise scaling reduced later single-pulse error for 20–500 ms centered bipolar SEEG in eight patient sessions sci:sha256:fbc06ab469d48eac7a6f54dd97cd24ccd9c7c5ca4b0db4d64340536b3e81428a

    This study uses the fixed trial products, sample rules, extraction code, and noise scale. It tests a geometric median on the same later pulses and reproduces the 6.66% scale endpoint.

  2. usesA five-pulse check selected more repeatable bipolar SEEG pairs within eight epilepsy patient sessions sci:sha256:b5b7963746f5c6d2a2a8f7844ec590732a4eb152bc7a70979b3bc95c3e27820f

    This earlier study supplies the extraction definitions and event-time correction inherited through the immediate parent.

  3. usesdoi:10.18112/openneuro.ds004696.v1.0.1

    The analyzed trial products came from OpenNeuro ds004696, version 1.0.1.

  4. doi:10.1523/JNEUROSCI.2201-22.2023
  5. doi:10.1073/pnas.97.4.1423
  6. doi:10.1371/journal.pcbi.1011105

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