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A three-part test did not establish lower 20–500 ms SEEG forecast error than one scale in eight sessions

A fixed forecast with three voltage parts did not establish lower error than a one-scale forecast when each used five calibration pulses. The test used public SEEG data from eight epilepsy patient sessions in OpenNeuro ds004696 v1.0.1. It included 886 stimulation-to-recording pairs at 86 sites and 430 distinct later test events. The mean patient error reduction was 0.087%. The descriptive 95% patient bootstrap interval was -0.290% to +0.481%; the exact sign-flip p value was 0.711. Four patients had lower error. The early, late, and mean-contrast parts preserve the full centered 20-500 ms voltage target. A proof shows why optimal part scales help under a stable signal-plus-noise model, but estimated scales have no such guarantee. All input hashes, trial splits, and matrix loss checks passed. One public source subject was rebuilt in this run; the other seven use verified parent inputs. The same test pulses were used in earlier studies. The result does not establish online BCI control or performance on a new day. The 9.31 MB package preserves compact data, code, source records, all results, three figures, a proof, and reproduction commands.

stereoelectroencephalography · brain stimulation · voltage forecast · calibration · signal decomposition · noise scaling · brain-computer interface

Admitted 3 citing publications

References

5
  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 retrieved its compact data, source metadata, and extraction code. It used its clipped five-pulse one-scale forecast as the primary reference and independently reproduced its mean gain.

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

    This benchmark supplied the retained limbic recording pairs, exact trial products, first-five and final-five pulse identities, source reference rules, and chronological correction. The new test keeps those inputs and tests separate fixed component scales.

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

    The tested trial voltage arrays and source metadata came from OpenNeuro ds004696 version 1.0.1.

  4. doi:10.1523/JNEUROSCI.2201-22.2023
  5. doi:10.1371/journal.pcbi.1011105

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