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Four sites selected from SEEG shapes at 30–100 ms gave higher mean pulse identity accuracy than random sets within five patient sessions

We tested whether calibration SEEG shapes could select four stimulation sites that were easier to identify in later pulses. We used public OpenNeuro ds004457, version 1.0.2, with 1,923 pulses and 185 sites in five patients. Each patient had one fixed recording contact pair. The first half of pulses at each site supplied calibration. A greedy rule used waveform differences at 30–100 ms. The later half supplied the test. Mean site recall was 86.2% for selected sets and 51.1% for random four-site sets. Each patient showed a gain. The mean gain was 35.1 percentage points. The exact two-sided patient sign-flip test gave p = 0.0625. The same selected sites gave 34.3% recall before the pulse, above the 25% chance value. The test holds out pulses within stimulation blocks, not new sessions. It does not establish a percept or useful brain input. The package contains four figures, signal bins, code, predictions, and source hashes.

stereoelectroencephalography · electrical stimulation · brain-computer interface · site identification · signal classification · calibration

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References

3
  1. usesSEEG response shapes at 15–100 ms gave higher site identification accuracy than shapes at 100–500 ms within each of five patient sessions sci:sha256:aa5b71d76d214f861e99964287f9da01f3f9fc6c707a4dcfe24807283918ab40

    We used the trial signal bins, source metadata, fixed recording contact pairs, and extraction and retrieval code. We verified their archive hashes and rebuilt every signal array from raw files. The new work selects four sites with calibration shape margins and tests their later pulse identity accuracy. Both reports use the same patients.

  2. usesdoi:10.18112/openneuro.ds004457.v1.0.2

    The analysis used OpenNeuro ds004457 version 1.0.2; its saved metadata records CC0 and the version-specific DOI.

  3. doi:10.1523/JNEUROSCI.1325-22.2023

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