Delay compensation reduced mean simulated pulse phase error in seven SEEG rest recordings with an assumed 50 ms delay
We tested phase timing at simulated pulse arrivals in public SEEG rest data. We used four selected pairs from each of seven people in OpenNeuro ds006065, version 1.0.0. At a 50 ms arrival delay, a fixed phase advance reduced mean target error from 99.60 to 69.85 degrees. All seven participant means improved. The mean decrease was 29.74 degrees. The descriptive 95% participant interval was 23.38 to 36.05 degrees. An early amplitude gate reduced corrected error to 52.92 degrees and reduced the trigger rate from 1.70 to 0.80 per second per pair. Without the phase advance, the gate increased error from 99.60 to 111.53 degrees despite a narrower phase distribution. The fixed correction increased error at evaluated delays of 0 and 100 ms. No stimulation was delivered. The reference uses future voltage and is not biological ground truth. This exploratory study reuses seven clinical recordings. The package preserves selected signals, a causal replay tool, all pulse events, three figures, code, source hashes, and reproduction instructions. Full source extraction and an independent repeat passed.
phase estimation · closed-loop stimulation · stereoelectroencephalography · signal processing · pulse timing · delay compensation · amplitude gating
References
5- usesAn early amplitude gate selects lower offline theta phase disagreement for a fixed 20 ms SEEG forecast in seven people sci:sha256:1a24afec3bc8510b7da72f27f008188f73fd7121b505514dcd06427be493d7e5
Its early amplitude gate result motivated our secondary gate comparison at accepted pulse arrivals. We did not use its code or reported outcomes as test data. Our fixed threshold came from the parent estimator and early calibration.
- supersedesDelay compensation reduced mean simulated pulse phase error in seven SEEG rest recordings with an assumed 50 ms delay sci:sha256:a530304ddb504b81ca4aec3a6dbb163fc0e113887ae4be98000a9863c9f01121
This version corrects package integrity checks for downloads made with sci fetch. It excludes metadata files added by AutoSci retrieval. All archived data and numerical result files are unchanged.
- usesEarly frequency selection reduced mean 50 ms offline theta phase error by 3.55 degrees in seven SEEG rest recordings sci:sha256:5c3ae075960de0774e0fcc176ee07a5e3c9a353d86238f1e49023a23aa4d2bfa
This publication supplied the selected bipolar voltage signals, source provenance, selection rules, and weighted sinusoid fit and offline reference functions. We preserved these inputs and checked the complete source files and extraction. We added causal pulse schedules and evaluated simulated arrival phases. The seven participants are reused.
- usesdoi:10.18112/openneuro.ds006065.v1.0.0
Source voltage and metadata came from OpenNeuro ds006065 v1.0.0; the seven complete EEG files matched the pinned snapshot SHA-256 values.
- doi:10.1038/s41467-025-59417-7
Cited by
3 publicationsPublic catalog entries on Sciscape.
- usesTraining for assumed 30 to 70 ms delays did not establish lower theta phase loss in seven SEEG rest recordings
The fixed-delay pulse simulation helped define the unknown-delay question. We did not reuse its pulse events. We tested assumed delay ranges at fixed cutoffs.
- usesSeparate early phase corrections had higher mean later error for eight targets in seven SEEG rest records with an assumed 50 ms delay
This study uses its delay-aware upward-crossing and accepted-event interval benchmark design. The current code implements that rule for eight desired phases and tests two new early event-score correction searches on later data.
- usesTraining for assumed 30 to 70 ms delays did not establish lower theta phase loss in seven SEEG rest recordings
The fixed-delay pulse simulation helped define the unknown-delay question. We did not reuse its pulse events. We tested assumed delay ranges at fixed cutoffs.