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Detected sample sharing across SEEG train and test splits changed with the input time range in nine files from seven people

We tested input sample sharing for stimulation response readouts. We used three SEEG channels and 120 windows per file from OpenNeuro ds006065 version 1.0.0. The nine files came from seven people. In one fixed random split per file, 94.6% of test windows had a measured train match for the full input range. Inputs from 50 to 250 ms after the candidate pulse had no detected match. An exhaustive short-window search found no valid 32-sample exact run in 64,260 within-file pairs. Adding long history or centered finite-filter input gave match rates of 67.0% and 54.8%. Rates include exact words or intervals inferred from close full-window matches. Exact words alone gave rates of 7.1% and 4.2% for those added inputs. These are equal-person means. We verified all 111 inherited exact runs and replayed source bytes in all nine files. The package contains data, three figures, a support audit, purge tools, a conditional gap proof, and an offline rebuild. These results do not establish independent trials or better decoder performance. Candidate pulse times depend on the source export layout.

SEEG · brain-computer interface · data leakage · sample sharing · train-test split · signal processing · reproducibility

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References

5
  1. usesExact sample runs crossed random splits of the first 120 SEEG stimulation windows in eight of nine files sci:sha256:22a245a243ff4f660a7920ae4bb92659dd5a3b2a83ac0f371919a966b54e5212

    Provided the nine three-channel data arrays, full-window match graph, fixed splits, source receipts, and retrieval code. This study verifies the exact runs and tests their intersections with six input time ranges. It also adds an exhaustive short-response exact search and new split tools.

  2. usesTwenty reconstructed pulse blocks give higher late bipolar map agreement than five in seven people from ds006065 sci:sha256:d5d43d3b27b59b9165ef06329e145efd331b49cc4fa65856c51da9414336ca6c

    Provided the original source archive and export layout evidence through the cited full-window audit. These records support the conditional 1500-sample block layout and candidate pulse at sample 500.

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

    Analyzed three-channel samples from nine files in OpenNeuro ds006065 version 1.0.0.

  4. doi:10.1038/s41467-025-59417-7
  5. usesdoi:10.5281/zenodo.14735080

    The source MATLAB code and archive records support the exported interval layout used to interpret candidate pulse times.

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