Under the source pulse layout, anchored mean subtraction after pulses raised pre-pulse phase locking in five SEEG control files for a centered 4–10 Hz filter
We tested whether voltage after stimulation can change an offline phase score before stimulation. We used the first 120 windows in each of nine public SEEG files from seven people. Five control files formed the main sample. We fitted a mean curve on 58 early windows. We subtracted the curve only after the candidate pulse in 60 later windows. The curve had a fixed baseline anchor. All stored voltage before the pulse stayed identical. A centered 4–10 Hz filter measured phase 20 ms before the pulse. Mean absolute phase change was 18.81 degrees in the five control files. Mean phase locking rose from 0.111 to 0.283. All five files showed an increase. The planned contrast compared pulse locking loss with loss at an earlier baseline. Its mean was −0.078, with descriptive 95% person bootstrap limits of −0.222 and 0.086. Thus the test did not show excess locking loss at pulses. Without the anchor, the contrast changed sign. The edit measures sensitivity to later input. It does not recover true neural phase or test a live device. The pulse layout follows source code because event markers are absent. The package contains input samples, code, source records, window scores, and three figures.
phase locking · signal processing · stimulation · SEEG · centered filter · phase sensitivity
References
5- usesReplacing input beyond 50 ms with an early mean changed 34.7% of 2 s FIR 4–10 Hz phase labels by more than 45 degrees in seven SEEG rest records sci:sha256:1e7c0af4e5a1767d2a1a9c225fa1cadf68f448ed38cfdafb1ca65b801738bc6a
Its audit of later input in centered phase labels supplied scientific context. This study tests actual stimulation files, an early fitted mean edit, and a matched baseline contrast. We reused no signals, models, scores, or code from that rest-data study.
- usesExact sample runs crossed random splits of the first 120 SEEG stimulation windows in eight of nine files sci:sha256:22a245a243ff4f660a7920ae4bb92659dd5a3b2a83ac0f371919a966b54e5212
We reused its nine compact stimulation arrays, source receipts, pinned range retrieval code, source layout records, and source code archive. We fitted new earlier-window mean curves and computed new phase and locking sensitivity results.
- usesdoi:10.18112/openneuro.ds006065.v1.0.0
The study analyzes selected SEEG samples from OpenNeuro ds006065 version 1.0.0.
- doi:10.1038/s41467-025-59417-7
Source study context for the closed-loop theta stimulation system; this work does not repeat its phase analysis or test its reported stimulation effect.
- doi:10.5281/zenodo.14735080
The archived source code is retained externally under its GPL-3.0-or-later terms; this study uses it only for source-layout context.
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