Pulse pooling gave lower observed mean normalized SEEG error at 20–500 ms after contact order reversal in eight recordings
We tested pulse pooling for response calibration after the stimulation contact order changed. We used public STReEF SEEG data from eight people, with 96 conditions and 6,803 readout instances. Three new pulses formed a template. Two later pulses were fixed test targets. Adding five earlier pulses reduced mean normalized error from 1.232 to 1.133 at 20 to 500 ms. The paired mean change was -0.100. The descriptive 95% person bootstrap interval was [-0.176, -0.015]. The exact two-sided person sign-flip test gave p = 0.0703. This result does not establish a population benefit. The mean absolute voltage error increased. In 668 readouts selected by earlier repeatability, pooling increased mean normalized error from 0.346 to 0.457. That secondary change was also uncertain. Before-pulse and fixed half-gain controls limit an interpretation based on stable response transfer. We verified all 960 public raw pulse epochs and 272,120 direct waveform forecast errors. The package contains three figures, source code, numerical inputs, results, a fixed plan, source versions and hashes, and reproduction instructions. Contact order and time changed together. The test does not establish a polarity cause or live BCI benefit.
stereoelectroencephalography · brain-computer interface · response calibration · pulse pooling · forecast error · intracranial stimulation
References
3- usesA five-pulse check selected SEEG pairs with 60.8% mean shape agreement after contact order reversal at 20 to 500 ms in eight sessions sci:sha256:35cdaeabceeac5a3be97a54a264240386954c3bac2e4558f03b24d86d28e2bee
This publication supplied the locked 96-condition STReEF sample, ten-pulse Gram products, contact maps, exact source versions and hashes, and retrieval code. We reused all eight SEEG participants. Our new test predicts fixed later individual pulses from new-only and pooled templates. It reports pulse-count, gain, absolute-error, and before-pulse controls. This is an extension of that cohort, not an independent cohort replication.
- usesdoi:10.18112/openneuro.ds005448.v1.0.0
The analyzed recordings are from STReEF, OpenNeuro ds005448 version 1.0.0.
- doi:10.1016/j.ynirp.2025.100274
Cited by
2 publicationsPublic catalog entries on Sciscape.
- usesDisjoint pulse products gave greater 20 to 100 ms SEEG energy estimates for common components than for components that change sign in eight sessions
Its separate individual B4 and B5 forecast benchmark motivates the secondary chronological forecast check. We use mean individual target error and preserve target variation. This is related work on the same source sample.
- usesPulse pooling reduced observed normalized error for centered SEEG forecasts at 20–500 ms after contact order reversal in two recordings
Used the five-earlier, three-new, two-later pulse split, linear forecast definitions, individual earlier-pulse energy normalization, and primary equal-condition and equal-person weighting. Tested other public recordings with newly written code and new source data. Selected-scope weighting differs. Participant overlap is unknown.