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Stored float32 packet means kept causal 70–110 Hz power errors below 5 percent of baseline for 100 ms packets in 21 SEEG patients

We tested whether packet mean removal preserves a causal SEEG power value. We used 35 public records from 21 patients in OpenNeuro ds006519 version 1.0.0. Each record supplied four fixed channels. For 100 ms packets, the patient mean rate of post-window power errors above 5 percent of earlier baseline was 79.2 percent. Its descriptive 95 percent interval was 76.2 to 82.3 percent. The later pre-window rate was 75.4 percent. A controlled input with only 1 to 30 Hz Fourier components also produced large 70 to 110 Hz power after packet mean removal. Storing float32 residuals and one float32 mean per channel per packet kept all primary readings below the error limit. The largest post-window error was 0.000685 percent of baseline. Mean storage added 0.244 percent of the float32 residual payload at 4096 Hz and 1.961 percent at 512 Hz. These costs exclude transport headers and device energy. The package supplies selected voltage, source metadata, a retrieval recipe, code, all scores, and three figures. Fresh source downloads rebuilt all 35 selected arrays exactly. Independent calculations passed, and a full repeat gave identical numerical results. This is a processing accuracy benchmark. It does not test a decoder or a live stimulation system. The patients are shared with earlier sci studies.

SEEG · brain-computer interface · packet mean removal · causal filtering · high-gamma power · signal processing · float32

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References

3
  1. usesA fitted voltage limit failed for 8.8 percent of 10 ms SEEG blocks after stimulation in 21 patients sci:sha256:8749ffd70e69490ffd50849a5c7754424a8b68cc3355d003e0c1cc8b5b71b266

    We used its 35 complete four-channel float32 voltage arrays, record table, source text metadata, source hashes, loader, and unchanged full-source retrieval code. We added the packet mean removal test, float32 offset record benchmark, and controlled 1–30 Hz input test. Fresh public source files rebuilt all selected arrays exactly. The studies share patients.

  2. usesA complete saved state reproduced causal power after restarts in 35 SEEG records with no input gaps sci:sha256:d4cdf85cce272a8a687213150339eac50e9e6430ca265dbcef84cd2277e3810c

    This study supplied the earlier full-record voltage package and the causal Butterworth 70–110 Hz filter with a trailing 100 ms power definition. We used the same processing definition to test packet input changes without filter resets. We do not claim a new filter or an independent patient replication.

  3. usesdoi:10.18112/openneuro.ds006519.v1.0.0

    Source dataset for the 35 SEEG records analyzed in this benchmark; the saved publication identifies version 1.0.0.

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