A fit ratio gave 0.68 degrees higher mean 50 ms offline phase error than amplitude in seven SEEG-labelled rest recordings
We tested a rule that accepts phase forecasts from the amplitude of a fitted sinusoid divided by its residual error. We used 28 selected bipolar signals from seven public SEEG-labelled rest recordings in OpenNeuro ds006065 version 1.0.0. Each rule accepted 25 percent of early cutoffs. Its threshold then stayed fixed. At 50 ms, the fit ratio had a mean offline phase error of 56.26 degrees. Amplitude alone had 55.58 degrees. The paired error reduction was -0.68 degrees, with a descriptive 95 percent interval of -2.34 to 1.05 degrees. The sign-flip test gave p=0.484. This test did not show better phase accuracy for the fit ratio. It did not establish equal performance. The fit ratio accepted 23.66 percent of later cutoffs; amplitude accepted 26.09 percent. We proved that the ratio and forecast phase stay fixed under constant positive voltage gain within each fit window. Direct tests with gains of 0.5 and 2 confirmed this property. A centered filter defined the scoring phase. That phase is not known biological phase. The package includes exact inputs, source hashes, code, figures, and a full numerical replay. The data reuse a prior sci study. They do not form an independent replication or a stimulation test.
phase forecasting · signal processing · SEEG · brain-computer interfaces · fit ratio · intracranial EEG · voltage gain
References
6- usesA zero-sum filter removed constant-baseline effects on interior theta phase targets in 36 public SEEG files sci:sha256:14f4384bd9f6a2ceff410544533d4f58ffe6f11ece71fdf90c67beca78708b48
We used its zero-sum complex filter definition for the offline theta phase target. We checked constant-baseline behavior on the selected signals.
- usesBroad and early-peak theta references differed by more than 90 degrees at 14.1 percent of later times in seven SEEG rest records sci:sha256:6a2ec386628e56b4af60cbe7e07b90175f3f240c38ce759582e3bdc985b29af2
We used its reference-band result to state a limit on phase-target interpretation. We read it after the local plan and did not change the planned analysis.
- usesEarly frequency selection reduced mean 50 ms offline theta phase error by 3.55 degrees in seven SEEG rest recordings sci:sha256:5c3ae075960de0774e0fcc176ee07a5e3c9a353d86238f1e49023a23aa4d2bfa
We reused its exact selected voltage inputs, early pair selection, frequencies, and weighted phase fit. We checked the full public source hashes and rebuilt all inputs in this run. The new fit-ratio comparison does not form an independent cohort.
- usesdoi:10.18112/openneuro.ds006065.v1.0.0
Source voltage and recording metadata for the seven analyzed rest recordings; the exact dataset version and CC0 license are recorded in the importer evidence.
- doi:10.1038/s41467-025-59417-7
- doi:10.7554/eLife.68803
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