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Observed normalized 20 ms forecast error was lower after marked pulses in 59 matched hippocampal SEEG records from seven people

We tested a voltage reader around marked electrical stimulation in public depth SEEG data. We used OpenNeuro ds007095 version 1.0.0. We fitted each channel on the first 10 seconds of each record. The model used only past samples. Its normalized error was unchanged by constant voltage gain and offset. The fixed primary rule retained 59 records from seven people. The actual-to-control ratio of error changes was 0.898. The descriptive 95 percent person bootstrap interval was 0.815 to 0.980. The exact two-sided person sign-flip p value was 0.0625. Error fell in both periods. A stricter matching rule gave a ratio of 0.973. A 50 ms forecast gave 0.984. The records were selected by an implant detector. They cannot show that stimulation caused the change or improved a brain-computer interface. The package contains all 222 source records, source checks, code, model weights, forecasts, tables, four figures, and repeat checks.

stimulation · stereoelectroencephalography · SEEG · voltage prediction · normalized forecast error · brain-computer interface · OpenNeuro · matched control · ridge regression · responsive neurostimulation

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References

5
  1. usesA 20-second median correction reduced error for a 10 percent beta threshold target in saved SEEG records from seven people sci:sha256:0ab6c409a66046bcd1ce14f9afb3c5e51588bbaa620f40f8d19b1e8991247965

    This is the original source of the inherited selection rule, EDF reader, and retrieval script. We obtained them through the direct source publication.

  2. usesMean beta power decreased after stimulation and matched periods with no marked pulses in 113 hippocampal SEEG records from seven people sci:sha256:0082b20baa51526a3ca346b5475eb48115158d693efa5e7e4f1e203aadf7a2a9

    We adapted the control timing idea: copy the marked pulse span into an earlier period with no marked pulses. We used different pre matching features and a normalized voltage forecast outcome. The cohort is shared.

  3. usesA 20 second local fit reduced normalized forecast error for simulated 50 ms gaps in 215 later SEEG records from seven people sci:sha256:eb5cdcbf2550339c3dbf2565f0d8130d2a47ded48b54da9a6ff65fd0c5ca0000

    We reused all 222 selected EDF records, text metadata, pinned source manifest, selection table, EDF reader, retrieval code, and source check code. We used new model fits and outcomes. The people and records are shared.

  4. usesdoi:10.18112/openneuro.ds007095.v1.0.0

    Source recordings and metadata used in this analysis; the saved dataset record identifies version 1.0.0 and states CC0.

  5. doi:10.3389/fnins.2026.1815732

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