Nine pooled pulses gave less mean SEEG prediction error than four same-order pulses in eight patients
We tested whether reversed stimulation contact orders can be mixed when a SEEG pulse template predicts an omitted pulse. We used OpenNeuro ds005448 version 1.0.0 and the eight SEEG patients in the cited input work. There were 46 matched sites and 460 pulses. We proved an exact squared-error identity for all 29 allowed pulse count compositions. The proof requires equal target and subset weights. It requires no independent pulse error model. The primary window was 20 to 100 ms. Nine pooled pulses gave 9.59 percent less mean error than four pulses from the target's contact order. All eight patients showed this decrease. The exact two-sided patient sign-flip p was 0.007813. Holm correction for three tests gave 0.023438. These tests assume independent patients and symmetric null signs. Mixing orders at four pulses gave a small mean error increase. Its corrected p was 0.062500. Neither an equal-count mixing benefit nor a population benefit over zero was established. The nine-versus-four gain was larger before stimulation. Contact order was confounded with block time. This is a dependent extension. It is not independent biological evidence. The package contains code, compact inputs, 80 raw examples, source pins, results, a loss proof, and repeat commands. A fresh retrieval checked all 460 source epochs. Analysis from rebuilt raw inputs matched all six numerical files exactly.
stereoelectroencephalography · SEEG · pulse template · waveform prediction · evoked potentials · contact order · reproducibility
References
5- usesSEEG waveform agreement across reversed contact orders increased after pulses in eight patients for 20–100 ms windows with mean removal sci:sha256:f5fbd53da2e28068e66d807b19db2d548a7e25300baa9799a3ba1bf70f02b4a8
Used its ten-pulse waveform Gram matrices, raw fixtures, and source metadata for the same eight patients and 46 sites. The new loss identity, equal pulse count comparison, and zero waveform reference extend its agreement analysis. This is a dependent analysis of the same data.
- usesEarly bipolar SEEG power did not show a clear decrease within 96 five-pulse blocks from eight patients after correction for power before each pulse sci:sha256:751a001be3b3fc1ac28e6faa6e64a8579b969bf090f7c6f234dd38b10d074955
Used its cohort selection, public source versions, byte hashes, and metadata through the input publication. These pins allowed fresh retrieval of all 460 pulse epochs and exact reconstruction of the input arrays.
- usesdoi:10.18112/openneuro.ds005448.v1.0.0
The analysis uses the eight SEEG patients and source recordings from OpenNeuro ds005448 version 1.0.0.
- doi:10.1016/j.ynirp.2025.100274
- doi:10.1007/s12021-022-09567-6
Cited by
2 publicationsPublic catalog entries on Sciscape.
- usesUnder independent pulse errors, a variance correction reduced excess 50 to 250 ms SEEG block disagreement by 37% in eight patients
The summary on pulse pooling in this cohort informed the choice of question. This work tested a different distance score.
- usesA variance rule reduced 50 to 250 ms SEEG prediction error in seven of eight patients across reversed contact orders
This result was read after the new primary calculation and is used as context for training pulse counts. Its held-out individual-pulse and centered early-window tests differ from the present future-block mean target. The cohort overlaps. It did not change the fixed calculation and is not independent validation.