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SEEG power changes gave no clear gain in five-number transfer between images and sounds on later trials in ten patients with a ridge penalty of 10

We tested five-number reading across images and sounds in public SEEG data. The source was OpenNeuro ds005415 version 1.0.0. Ten selected patients supplied 649 early training trials and 331 later test trials. A fixed ridge reader used power changes from all eligible pairs in three bands. Transfer balanced accuracy was 20.27%. A separate before-onset control gave 20.02%. The paired gain was +0.25 percentage points, with a 95% patient-bootstrap interval from -6.15 to +7.24 points. The test did not establish a gain. The interval permits gains and losses of practical size. Training accuracy was 100%, but later same-group accuracy was 17.45%. Thus, the poor later score cannot be assigned only to sensory transfer. Other fixed penalties and an eight-pair test also gave uncertain gains. This is exploratory reuse in patients with epilepsy and two fixed task schedules. It does not establish a lack of number information, freely chosen intent reading, or a stimulation result. The package preserves source ranges, all fits and predictions, three figures, and reproduction code. All 1,044 retained source ranges matched fresh public downloads. An independent analysis run matched all 190 numeric output files.

stereotactic electroencephalography · SEEG · number reading · cross-sensory transfer · brain-computer interface · ridge regression · neural decoding

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References

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  1. usesOther patients' task records gave correct format and number labels for all 211 later SEEG trials from 11 patients when family and index were known sci:sha256:94b2345085ca7569510dae36a7dc6b9ae85c74707b3663e69d0a09c0f6444bf3

    Its audit of two shared task families informed the schedule limitation and the choice to avoid independent trial-label permutation. We checked shared family-and-position labels again in the present 980-trial cohort. No decoder arrays from that study enter the new fits.

  2. usesSEEG readers gave 0.515 mean AUC for transfer between images and sounds on later trials in 11 patients sci:sha256:afbb6d944f1414ba4d8ee019ecf393b1f1b05c76b7a0c7f78cf90dcba75a0d34

    This study uses its 1044 retained source trials, three-window power arrays, contact-pair maps, pinned source metadata, and byte-range ledgers. It adds new five-class ridge readers, a matched before-onset content control, and independent fit checks. Every inherited retained source range was fetched again and all power values matched exactly.

  3. usesdoi:10.18112/openneuro.ds005415.v1.0.0

    The analysis uses retained records from OpenNeuro ds005415 version 1.0.0; the saved dataset metadata identifies this exact release and its CC0 license.

  4. doi:10.1371/journal.pone.0313155

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