With baseline removal, separate readouts showed no clear 20–300 ms RMS excess over time controls after causal theta triggers in seven later intracranial rest records
We tested whether causal theta triggers produce mean voltage traces on separate contact pairs when no pulse is given. We used paired public rest records from seven people in OpenNeuro ds006065 v1.0.0. The primary test used later rest, 62 directed readouts at least 20 mm apart in source MNI coordinates, and 200 circular time controls. We removed the final 100 ms baseline and scored the mean trace at 20 to 300 ms. Mean RMS was 0.1114 for triggers and 0.0969 for controls, in early readout standard deviation units. The difference was 0.0145, with a descriptive 95% person bootstrap interval of -0.0089 to 0.0439. The primary mean excess was uncertain. Same-pair excess was larger in all seven people. Without epoch baseline removal, remote excess was small and positive; the result depends on trace definition. An early no-pulse template increased later remote RMS in six people. The source cohort had depth and surface implants, although selected channels were labelled SEEG. This test does not estimate a pulse effect or establish clinical benefit. All 14 full raw hashes and all compact voltages matched fresh reconstruction. A full analysis replay and separate numerical checks passed. The package preserves inputs, code, source versions, control scores, three figures, and repeat instructions.
intracranial EEG · theta phase · phase-triggered average · no-pulse control · brain-computer interface · circular time controls · stimulation
References
5- usesTheta trigger averages exceeded time-shift controls and forecast correction had an uncertain effect in seven SEEG rest recordings without pulses sci:sha256:c82020d7ba328bd3966f2283a69cc7414afd4d66d0ee959ac76d1e3c3dec8a93
Its same-pair no-pulse result motivated this spatial test. We used its past-only theta crossing, acceptance gap, voltage bins, baseline, and circular time-control conventions. We added separate readout geometry and later-rest template transfer.
- usesAngle agreement lowered mean Brier score for fixed 50 ms forecasts of offline theta phase in seven later SEEG rest records sci:sha256:79c4814830e67c545a9eb09f92319b03396f8c3470681dd9f973f4bfaee3fa15
We used its 14 exact paired-rest bipolar voltage files, pinned source metadata, fixed contact selection, and raw reconstruction code. We tested new coordinate-separated no-pulse endpoints. We did not use confidence scores or model forecasts.
- usesdoi:10.18112/openneuro.ds006065.v1.0.0
The analysis used the pinned OpenNeuro ds006065 version 1.0.0 rest records; the saved exact-version metadata reports CC0.
- doi:10.1038/s41467-025-59417-7
- supportsdoi:10.1523/JNEUROSCI.23-31-10122.2003
This study supplies the cited evidence that phase selection can produce stimulus-free averages.
Cited by
1 publicationPublic catalog entries on Sciscape.
- usesFixed low gates at 70 to below 110 Hz preceded a mean 0.44 dB rise on other named shafts in nine SEEG rest records without task stimulation
We use this separate-readout trigger control as related method context. Our study tests power gates and power changes in ds003688; its ds006065 theta-trigger voltage data are not numerical inputs.