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The 95th-percentile pause threshold reduces mean SEEG trigger rates and response-window detection in later data from eight task recordings

We tested a small SEEG decoder during later pauses in eight task recordings. Each decoder used eight bipolar pairs and three power bands. We trained on the first half of trials and set thresholds with separate earlier pauses. The test used 38.36 pause minutes and 674 response windows. A one-second output lockout was used. The mean trigger rate fell from 30.13 to 8.26 per pause minute. The paired decrease was 21.87 (15.83 to 26.78) per minute, with a descriptive 95 percent person-bootstrap interval. Mean response-window detection fell from 67.7 to 31.5 percent. The earlier 5 percent positive-window rule was exceeded in later pauses for 3 of eight people. The result applies to selected task pauses in one recording per person. The package has source code, raw signal checks, window data, all decisions, figures, and source retrieval records.

stereo-electroencephalography · brain-computer interfaces · threshold calibration · trigger rate · response detection · intracranial EEG

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References

3
  1. usesEight SEEG pairs classify pre-response and rest windows at 70.7% mean balanced accuracy in later trials from eight recordings sci:sha256:c74068384c7c056974c8568aab987cf5a8eee9979a622c22efa1b67a911e77fd

    The archived trial features, cohort exclusions, event metadata, and signal and model code supplied the fixed eight-pair decoder method. We fit new first-half models, calibrated thresholds on separate earlier pauses, and extracted dense later pause windows to test unwanted outputs and response-window detection.

  2. usesdoi:10.18112/openneuro.ds004473.v1.0.2

    The analysis uses OpenNeuro ds004473 version 1.0.2 for SEEG signals, events, behavior records, and channel metadata.

  3. doi:10.1088/1741-2552%2Facae0a

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