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Independent contact models of SEEG spectra from 12 patients gave unequal ten-sample prediction gains in shared-contact bipolar pairs

We tested shared bipolar subtraction with public SEEG spectra from 12 patients in OpenNeuro ds004100 version 1.1.3. Each patient supplied two one-minute records. We kept the processed contact spectra and imposed contact independence at every lag. The primary predictor used ten past samples per channel at 100 Hz. The mean patient median absolute difference between directions was 0.001438. The descriptive 95 percent patient bootstrap interval was 0.001049 to 0.001878. The mean patient fraction above a 0.01 net-gain threshold was 3.80 percent. Disjoint pairs and equal normalized spectral shapes gave numerical zero. Equal contact variances did not remove the effect. An exact example, sample regressions, time reversal, and a separate Cholesky calculation checked the method. A fresh raw rebuild matched both HUP060 data archives. A repeated analysis matched all six numeric files. The added scope is a 12-patient finite-history spectrum benchmark for an established mixing effect. Independence was imposed; the results do not measure neural connections or a patient artifact rate. The package preserves code, periodograms, source hashes, proofs, results, figures, and reproduction instructions.

stereoelectroencephalography · SEEG · bipolar subtraction · contact overlap · prediction gain · spectral model · signal mixing · time series

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References

6
  1. usesContact power improved shared-contact correlation predictions in phase-randomized SEEG from 12 patients sci:sha256:4bdd0a0f000322f4971fbab57ca3585e15ce99f92dabd5fdf6266e2eef19721c

    Its EDF reader was the source of the reader reused through a00f32cb-3c15-4022-95e1-891be4f700df. We preserve the upstream notice.

  2. supportsShared bipolar signals gave median directed scores below 0.00004 nats in independent AR(1) models from two SEEG records at 128 Hz sci:sha256:ade14368a147cc035eb6529f0499c163dba87941e4b23b3ca544ba32e8c10b79

    The complete-spectrum benchmark supports its finding that shared subtraction can give directional prediction from independent contacts. We test finite histories, not full-history AR(1) prediction.

  3. usesRemoving adjacent Laplacian edges leaves excess beta coherence under independent contact phases in controls from nine SEEG patients sci:sha256:68ea6b89b8995253a126a36ca6916dbfc9b6634a6c6406faa0af717c9d2e5a84

    This publication supplied the fixed 12-patient cohort, source metadata, pinned raw range identities, and adapted EDF reader.

  4. supportsShared bipolar subtraction gave unequal linear prediction gains at a 4 ms lag in independent-contact models of two SEEG records sci:sha256:3ce5d42584c58fa3ab77b7dd4c72be9a0737b16d0b8a8d7b02d5f7c7094bd8f1

    The 12-patient finite-history spectrum benchmark supports its shared-contact prediction mechanism under imposed contact independence. Different methods prevent direct effect-size comparison.

  5. usesdoi:10.18112/openneuro.ds004100.v1.1.3

    Source data used for the 12-patient SEEG spectrum benchmark; the publication records dataset version 1.1.3.

  6. doi:10.1016/j.neuroimage.2012.09.036

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