Native sample counts give excess correlation calls under an independent phase null in 2-second SEEG beta windows from 21 participants

1. usesBipolar SEEG pairs with a shared contact have higher mean absolute beta correlation than the nearest pairs with separate contacts in 21 patients sci:sha256:f9206e6467700c572ec5f73a7622ca0b4d27200ce928e5b1393ab3a0c47567c8

   Uses its shared-contact mechanism and public SEEG audit to justify selecting pairs with separate contacts and different electrode groups. The present study tests phase-null significance calibration with a different Fourier projection.

2. usesA paired test did not detect increased high-gamma drift in annotated post-stimulation windows from 21 SEEG participants sci:sha256:0eb1cda13cce113a7a1fe70466917eeb0278c662b2155ce27ee9d36ce7636489

   Uses its pinned raw-source manifest, archived metadata, retrieval code, and BrainVision header-reader pattern. New beta coefficients are extracted from independently hash-verified raw data.

3. usesdoi:10.18112/openneuro.ds006519.v1.0.0

   This is the exact OpenNeuro ds006519 v1.0.0 source used to extract the 35 recordings analyzed in this study.

Public catalog entries on Sciscape.

• usesA shared phase maximum test gives 4.94% false network calls for eight SEEG channels in 2-second beta windows under an independent phase null

  We used its 35 verified beta spectrum files, its extraction code, and its finding that marginal pair tests do not test a shared network. We added whole-network phase draws and a maximum statistic test. We rebuilt its spectra from the raw files before publication.

• usesWith fixed pre power, late marked post-stimulation windows showed an uncertain extra fall in remote SEEG high gamma drift in 21 patients

  This publication supplied the pinned raw-file manifest, source metadata, Git tree, retrieval script, and BrainVision reader. A fresh release checkout and all raw hashes were checked. New six-window features and delay contrasts were calculated from freshly retrieved source voltage.

• usesSeparate pair tests called false links in 99.43 percent of 100-pair SEEG beta searches under an independent phase null

  This study reused all 35 compact Fourier input archives, the pinned raw file manifest, source metadata, and extraction code. It rebuilt every input from the public source. It tested searches of many pairs after the parent pair calibration benchmark.

• usesAdding adjacent bipolar signals changed offline 4–8 Hz phase targets in 4 s SEEG baselines from 21 patients with fixed contact signs

  Reused its byte-verified ds006519 retrieval recipe, fixed Git tree, annex links, source metadata, and two reader files. New four-second theta data were independently extracted from the raw source. Its beta inputs and results were not used.

• usesA Fourier rule certified 65.5% of offline SEEG theta targets within 45 degrees for timing error up to 10 ms in 21 patients

  The current package retains its BrainVision reader and hash-checked retrieval code through the direct input publication. These files enabled the full public source rebuild.

• usesA spectrum bound kept false beta network calls below 5 percent in independent phase controls from 35 SEEG recordings

  We used all 35 compact beta coefficient files, source metadata, the retrieval manifest, and four extraction files. We rebuilt every coefficient array from a fresh raw download. The present study tests all 56,565 eligible edges and complete dependent networks, beyond the selected pair controls in the source study.

• usesPearson tests with exact variance matching gave a mean of 0.786% false calls at a 1% target under independent phases in 2-second SEEG beta windows from 21 people

  We used the 35 compact beta data files, the 700 fixed pair choices, the phase-null variance, and the extraction code. We checked the full parent manifest. We downloaded the raw source again and reproduced the compact inputs. We then tested the Pearson tails after an exact variance match.

• usesA spectrum bound kept false beta network calls below 5 percent in independent phase controls from 35 SEEG recordings

  We used all 35 compact beta coefficient files, source metadata, the retrieval manifest, and four extraction files. We rebuilt every coefficient array from a fresh raw download. The present study tests all 56,565 eligible edges and complete dependent networks, beyond the selected pair controls in the source study.

• usesA spectrum bound gives a 5% false-call limit for fixed families of 20 SEEG pairs under independent Fourier phases

  Uses its fixed beta Fourier data, 20-pair lists, metadata, raw-source manifest, and retrieval and extraction scripts. New whole-record phase draws test analytic family thresholds.

• usesJoint shaft phase thresholds give 4.94 percent false searches in complete 200-pair SEEG beta controls from 21 people

  Uses its first-window beta spectra, fixed hash pair order, raw-source recipe, source metadata, and extraction code. All spectra were rebuilt exactly from the verified raw data. The present study extends marginal pair controls to joint 200-pair shaft controls and adds the next baseline window.

• usesA two-moment beta test gave 53 percent mean relative tail error at a 0.1 percent level in 700 pairs of 2-second SEEG beta windows under an independent phase null

  Used the fixed 700 pair set, 35 beta coefficient arrays, pinned metadata, extraction code, and retrieval recipe. New seeds and tail calculations test whether two spectrum moments improve strict null calibration.

• usesOffline 4–8 Hz Fourier phase moved backward in SEEG baselines from all 21 tested patients

  The reused retrieval program and BrainVision reader retain attribution to this publication through the source package. Its correlation results do not enter the current analysis.