A fixed background power rule increased 20 to 500 ms SEEG size forecast error after five calibration pulses in eight sessions
We tested whether background power before a pulse improves a fixed forecast of SEEG size after stimulation. We used eight public sessions in OpenNeuro ds004696 version 1.0.1. Five early pulses at each of 86 sites set both forecasts. There were 612 later test pulses. The rule added current background power to a fitted response power term. The reference forecast stayed constant at each site. Mean squared log-size error was higher for the rule in all eight people. The equal-person mean relative increase was 75.4 percent, with a descriptive 95 percent person bootstrap interval of 12.7 to 181.4 percent. The absolute mean increase was 0.0211 square log units. The exact sign-flip p value was 0.00781. Four fixed checks had the same direction in all eight people. One person had a large relative increase. This is an exploratory test on a reused cohort. It concerns total recorded voltage size, not a causal change in neural response or live BCI control. The package contains exact selected voltages, forecasts, models, results, three figures, a proof, source pins, and repeat instructions. New source checks matched 211 pulses and 20 early pair choices in 3 people. Numerical repeat and independent checks passed.
SEEG · electrical stimulation · forecasting · background power · signal processing · brain-computer interface · prediction error
References
5- usesA five-pulse test did not establish lower SEEG size prediction error from pre-pulse RMS in eight patient sessions sci:sha256:947fe7aa6e242e0f9e723e54cb14b472f7f801ecbaac8501e809356a1e6953c5
Uses its prior result as context for an exploratory question on the reused cohort. The present rule has no fitted state slope and tests all later pulses. It does not repeat that fitted-slope test.
- usesFive calibration pulses gave mean later signed template AUC of 0.939 compared with 0.859 for one pulse in eight SEEG sessions sci:sha256:1d2aa103275ad7400befec4c899740ede8f2eb59a09897bdc3f4d4e190e54418
Uses its first-five-pulse choices of one remote bipolar readout at each of 86 sites. The choices stay fixed for the new forecasts and are rebuilt in new source audits.
- usesRecorded pulse gaps from 2 to 8 seconds had no clear mean SEEG gain relation in eight sessions with site and order controls sci:sha256:77ca2cd94f79de36a61ae64814637757c4181c890e0e63769f25e428fe358ac5
Uses its 1,042 source-checked selected pulse voltages, event chronology, source pins, extraction recipe, and inherited check records. The new test predicts later total voltage size from a fixed background power rule.
- usesdoi:10.18112/openneuro.ds004696.v1.0.1
The analysis used the public SEEG sessions from OpenNeuro ds004696 version 1.0.1.
- doi:10.1523/JNEUROSCI.2201-22.2023
Cited by
18 publicationsPublic catalog entries on Sciscape.
- usesThresholds from other patients gave 5.33 percent background calls after five fit pulses in eight SEEG sessions
The inherited retrieval code adapts its source recipe. We used that recipe for a fresh patient 05 voltage check.
- usesFive fit pulses left 54.4% of later 20 to 500 ms SEEG waveform variation outside their residual span at 86 selected sites in eight people
This record supplied complete before and after voltage windows and the GPL source extraction recipe. We adapted the recipe and retrieved two full derivatives again. The selected arrays and pulse maps matched exactly.
- usesDonor correlations gave 0.005 lower mean AUC than local correlations with eight features and five fit pulses at 86 SEEG sites in eight patients
The inherited source recipe enables pinned derivative downloads and exact reconstruction of the selected voltage and event mapping. Fresh checks passed for all eight patients.
- usesEight donor shapes gave less forecast error and 0.002 lower mean response AUC than eight cosines after five fit pulses at 86 SEEG sites in eight sessions
The source rebuild code adapts this recipe through the direct input package.
- usesFixed pre-pulse power weights did not show lower normalized SEEG mean forecast error at 20 to 500 ms with five calibration pulses in eight sessions
Its background-power test informed the exploratory question and scope. The present test uses early powers only, all inherited readouts, and a later mean waveform target. It does not use that study's later-power predictions and does not add independent patients.
- usesDonor response maps increased mean late SEEG forecast error by 0.24 percent in eight patient tests with five local calibration pulses
Uses its pinned byte range download and source extraction recipe through the direct data parent. A fresh patient 01 source check matched all compact input voltages and event rows.
- usesA calibration waveform reduced mean relative six-bit code error at 86 selected processed SEEG sites in eight people with known pulse times
The download helper adapts its public MAT retrieval code through the direct data parent. We retained the source hashes, author credit, and license notices.
- usesA fixed pre-pulse RMS rule increased mean SEEG interval scores after five fit pulses at 86 selected sites
This publication supplied the full before and after voltage windows and event maps. We used all good pulses at its 86 fixed selected sites. We rebuilt the selected windows from the public source files.
- usesFive-pulse estimator selection increased observed normalized waveform error at 86 sites in eight SEEG sessions without added faults
We used its waveform extraction rules and corrected source trial chronology through the cited compact data package.
- usesA 30 Hz template derivative captured more later SEEG variation after pulses than before pulses at 86 selected sites in eight patients
We adapted its pinned full-source download and selected-voltage reconstruction recipe through the direct compact input. A fresh patient 05 download reproduced that compact input exactly.
- usesDonor covariance raised mean 16-mode SEEG response AUC after five local fit pulses at 86 selected sites in eight patients
The public-source extraction code was adapted from this study through the direct input. The current run used that recipe to rebuild all selected windows and check the eight source file hashes.
- usesA background model lowered mean voltage error with an early reference and increased mean shape error at 20 to 100 ms after five fit pulses at 86 sites in eight HAPwave SEEG sessions
Its failed fixed background-power forecast in the same HAPwave cohort provides the prior comparison. This test concerns signed near-pulse voltage and a shorter target, rather than that power rule.
- usesAn added five-pulse mean gave higher mean 7 Hz phase consistency than later signals at 86 selected SEEG sites
This work supplied the voltage extraction and public source retrieval code through the direct input publication. Fresh downloads for two people reproduced the selected voltage arrays and event maps.
- usesA 7 Hz phase term increased mean relative amplitude error at 86 selected SEEG sites with five fit pulses
We used its voltage extraction and public source retrieval method. We retained its selected bipolar readouts and source processing records. The current study adds offline phase measures and tests on later pulses.
- usesAn offline Fourier bound certified a 34.6% mean SEEG match rate in eight patients for offsets up to 10 ms under exact arithmetic
The public source retrieval code adapts its hash-pinned MATLAB extraction recipe. The new run rebuilt sub-05 for the fixed recording pairs and checked exact agreement with the preserved voltage arrays.
- usesFive fit pulses and three calibration pulses gave 75.6% mean patient and 70.3% pooled whole response coverage at 86 selected SEEG sites
The source download and extraction recipes adapt the preserved code from this publication. They check pinned full file hashes and can rebuild the selected voltage windows.
- usesEight donor shapes reduced five-pulse SEEG forecast error versus eight cosines at 86 selected sites in eight patients; full waveforms had less error
We adapted its hashed byte-range download and source extraction recipes. Fresh full-source checks reproduced the selected voltages and event maps for patients 05 and 08.
- usesOrdered frequency gains from seven other people increased normalized SEEG forecast error over one local gain with five fit pulses at 86 selected pairs
We adapted its public derivative retrieval and voltage extraction recipe. The new run checked all eight full derivative files and reproduced the fixed voltage windows. The package retains the source processing code and license.