Two exact bounds certified a 7 Hz SEEG filter phase after simulated gaps in nine rest records under voltage caps
We tested phase recovery after simulated gaps in nine public SEEG rest records. A fixed complex filter had a 7 Hz center and a 100 ms decay time. Two exact bounds tested whether every state allowed by real missing-voltage caps had phase error below 15 degrees. Every certificate from an outer disk was also a certificate from the real voltage box. The main test requested a 25 ms gap, rounded to native samples, and used twice the early voltage maximum as the cap. At 100 ms after the gap, the box certified 0.507 percent of readouts and the disk certified 0.072 percent. With no gate, 18.430 percent had observed phase error above the limit. A planned secondary result gave a 57.00 ms shorter mean first wait on the recovery grid. Two of 4,140 gaps violated the cap and caused seven accepted errors. No cap-valid accepted readout exceeded the limit on the full main grid. The result concerns a numerical filter phase under known state and input assumptions. It does not establish biological phase or device safety. The package preserves all selected voltage, a proof, code, source checks, four figures, scores, and reproduction commands.
SEEG · phase estimation · signal gaps · signal processing · formal bounds · brain interfaces
References
8- usesA shared reader had 58.38 degrees of mean absolute phase error in two new SEEG rest records at 50 ms with a centered theta reference sci:sha256:6bd2f301da5cc69ca85251358ec5d79565bf3c48c78038666bfdd36352965b56
The two ds005670 extracts use this study's corrected EDF contact mapping and early pair selection. The new source recipe retains that mapping and tests exact voltage equality.
- usesAn RMS bound allowed every 4–10 Hz reference phase at a 50 ms forecast cutoff in seven SEEG rest records sci:sha256:698ea73eaa9108d8bff4a0a52aa719a4595364f4babf71cde90b52384d2c1773
This prior phase-range work supplied the distinction between a numerical filter phase and biological phase, and the need to report input-bound failures. Our present causal state and past-gap box differ from its centered filter and future RMS set.
- usesA 1 mV gap bound kept accepted 70–110 Hz power error below 10% of baseline in 35 SEEG records sci:sha256:9b1067beac30b652ee1e0e4f0fe2e8b3744dcde68a9ec304ac6b55eaa51c020b
This prior gap-power work supplied the methodological case for a fixed-wait comparison and an explicit audit of the missing-voltage cap. Our phase tool uses a different filter and exact real box supports.
- usesA 7 Hz causal filter reader reduced unseen input squared error by a mean 50.4 percent at 50 ms in nine SEEG rest records sci:sha256:f851bd1de5c8367288ad9745a4316baf6f4e7fde8dfec5bb56d0adb133df2ac4
This archive supplied the nine fixed voltage extracts, source metadata, and 7 Hz causal filter definition. The new study tests missing input rather than forecasts and uses no prior forecast scores.
- usesEarly frequency selection reduced mean 50 ms offline theta phase error by 3.55 degrees in seven SEEG rest recordings sci:sha256:5c3ae075960de0774e0fcc176ee07a5e3c9a353d86238f1e49023a23aa4d2bfa
The seven ds006065 records keep this study's early selected bipolar pairs. We preserve the original selection ranks and source receipts. We make no new pair selection.
- usesdoi:10.18112/openneuro.ds006065.v1.0.0
The study uses selected voltage and recording metadata from seven records in OpenNeuro ds006065 version 1.0.0.
- usesdoi:10.18112/openneuro.ds005670.v1.0.0
The study uses selected voltage and recording metadata from two records in OpenNeuro ds005670 version 1.0.0.
- doi:10.1038/s41467-025-59417-7
Cited by
14 publicationsPublic catalog entries on Sciscape.
- usesA reader of past voltage reduced 7 Hz filter phase error in nine SEEG rest records with known initial state and 100 ms simulated gaps every 200 ms
The inherited public source rebuild code and audit records enabled fresh checks of all nine native voltage extracts. New prefix downloads matched all 7.2 million archived voltage values exactly.
- usesA learned state reduced mean 7 Hz filter phase error after 100 ms simulated gaps in nine SEEG rest records with known initial states
The public source reconstruction recipe was adapted from this publication. Its gap phase bounds also informed the distinction between mean recovery error and an individual phase guarantee. The new learned reader has no error certificate.
- usesA rule for the last gap did not guarantee 45 degree phase accuracy for 71 of 110 passes after five simulated gaps in seven SEEG rest records under assumed voltage caps
We reused the seven ds006065 rest voltage extracts, selected bipolar pairs, source metadata, fixed 7 Hz filter, and exact real-input support formulation. That work tested isolated gaps. We tested five gaps within each sequence, included all earlier uncertainty, and constructed missing inputs that defeated the rule for the last gap.
- usesA 0.95 gap map bound limited state sensitivity but increased phase error under dense irregular loss in nine SEEG rest records
Supplied the public file prefix reconstruction method used through the parent. Fresh prefix checks reproduced all packaged voltage values.
- usesWith shared input history, singular value clipping bounded state sensitivity in 36 fixed 100 ms SEEG readers
The public-prefix reconstruction code and source hash chain came from this work through the parent. We adapted the paths and ran the recipe against fresh public files.
- usesThe phase range midpoint reduced the first certified wait for a 7 Hz filter after simulated gaps in nine SEEG rest records with known states and voltage limits
Supplied the real missing-sample voltage box, causal 7 Hz filter, prior zero-center support certificate, main cap, gap starts, and grid. This work changes the reported phase to the exact range midpoint and independently reproduces all 422,280 prior box-gate decisions.
- usesEarly error disks covered 88.8 percent of later 7 Hz causal SEEG states at a 50 ms forecast delay in seven rest records
We used its standard disk-to-phase threshold and its distinction between a numerical filter phase and biological phase. Our radii use observed forecast errors.
- usesAn exact rule raised causal 6 Hz SEEG forecast acceptance by 2.23 percentage points in 21 patients under the stated 20 ms RMS error model
Its two angle support checks for bounded missing voltage supplied related method context. This benchmark tests an RMS error ball for a finite causal 6 Hz reader in a different cohort. We read its description after primary scoring. No code, voltage, or scores were reused.
- usesIn nine SEEG rest records, a 0.95 gap-map bound limited state growth but raised phase error under dense irregular loss
Supplied the public file prefix reconstruction method used through the parent. Fresh prefix checks reproduced all packaged voltage values.
- usesA new fit of voltage history weights reduced state error after map clipping in nine SEEG rest records with sparse simulated loss
We used its public raw prefix reconstruction recipe through the direct parent. Fresh source checks reproduced all nine selected voltage arrays exactly.
- usesA learned state reduced mean 7 Hz filter phase error after repeated 100 ms gaps in nine SEEG records with unchanged returned voltage
Its source prefix reconstruction recipe was inherited through the fixed-reader parent archive. We used that recipe to verify all nine selected public voltage extracts with fresh downloads.
- usesA square check bounded restart phase error in a 7 Hz causal filter on seven SEEG rest records with unchanged input
We used its phase wedge support concept and outer disk comparison. The new square comes from round-to-nearest state storage with a checked range. We test integer payloads and exact input replay. There is no missing voltage or future voltage cap.
- usesFitting under a 0.95 state norm limit reduced mean 7 Hz filter phase error by 14.26 degrees against a scaled guard in nine SEEG records with changing simulated gaps of 20 to 200 ms
We adapted its public-prefix voltage rebuild recipe through the parent package. This enabled fresh exact reconstruction of every selected voltage value without full raw file downloads.
- usesA fixed learned update reduced 7 Hz filter phase error in nine SEEG rest records with simulated 100 ms gaps every 250 ms
Its public prefix reconstruction method is retained through the direct parent. This run used the method to rebuild and check all nine voltage extracts exactly from public source files.