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A five-pulse geometric median had 0.31% higher mean error than a scaled mean for 20–500 ms bipolar SEEG in eight sessions

We tested a geometric median forecast for centered bipolar SEEG voltage from 20 to 500 ms after a pulse. Both the median and arithmetic mean used five early pulses. Both used the same early leave-one-out rule to fit voltage size. Five separate later pulses supplied the test at 86 sites in eight patients. The analysis used 886 stimulation-to-readout pairs from OpenNeuro ds004696, version 1.0.1. The mean patient error reduction from the matched mean was -0.31%. The descriptive 95% patient interval was -0.86% to 0.19%. The exact sign-flip value was p = 0.359. Three patients favored the median. This test did not show a mean benefit. It does not establish equal performance. All numerical checks passed. Two fresh public source files reproduced the compact inputs exactly. The package contains code, source hashes, exact trial products, every test-pulse score, and three figures. The result applies to offline good-pulse data from one session per patient. It does not establish online BCI performance.

stereoelectroencephalography · SEEG · geometric median · voltage forecast · electrical stimulation · brain-computer interface · robust estimation · forecast benchmark

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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

    We used its 25 compact input files, fixed pair rules, and noise-scale comparator. All input hashes match that archive. We add a geometric median and a matched early leave-one-out scale test.

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

    We used its trial-product extraction code and original event-row mapping through the direct parent. We changed retrieval to curl and rebuilt two public source files to check the inputs.

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

    Source dataset, snapshot 1.0.1; the publication uses its trial voltage and event metadata.

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

    The modified Weiszfeld iteration uses the cited coincidence rule.

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