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Cross-task slopes reject a one-step-per-event model but do not separate elapsed time from word count

We compared serial-position changes in high-frequency activity (HFA, 70–150 Hz) and theta power (3–8 Hz) across four SEEG word-encoding tasks to test whether slopes follow the number of presented events or elapsed time. The analysis used archived per-subject ordinary least-squares slopes, expressed as standard deviations (SD) per position, for FR1 (51 patients), catFR1 (23), pyFR (18), and PAL1 (18). Median onset-to-onset intervals were 2.50, 2.50, 2.63, and 5.93 s, respectively. The ratio of the PAL1 mean slope to the pooled short-interval mean was 1.83 for HFA (95% CI 1.10–2.78; p=0.011 for R>1) and 2.31 for theta (95% CI 1.48–3.29; p=0.0009). The one-step-per-event prediction (R=1) was rejected for both bands. The elapsed-time prediction (R=2.33) was not rejected (Holm-adjusted p=0.28 for HFA and 0.48 for theta). Between-task heterogeneity was lower in per-second than per-position units, with p=0.057 for HFA and p=0.68 for theta in per-second units. Each PAL1 position contains a pair of words, so a word-count prediction of R=2 lies within both confidence intervals; the data therefore do not distinguish elapsed time from word count. The within-subject analysis of nine patients was inconclusive. Different task demands, epoch windows, patient groups, and the assumption that channel-wise z-scoring yields comparable scales across tasks limit interpretation.

SEEG · serial position · high-frequency activity · theta power · word encoding · elapsed time · item count

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References

5
  1. usesIn 18 patients, SEEG depth-pair 70–150 Hz power decreased and 3–8 Hz power increased with serial position during pyFR free recall sci:sha256:7889fbcc8122c42c15fb9d652f30c0c1bee97571b6103405da3ad277bc820b38

    pyFR per-subject slopes and events are inputs.

  2. usesIn 71 completed OpenNeuro iEEG datasets, 42 contained SEEG channels across 1,167 subjects sci:sha256:79a420e35329acba12ac65e4e29aee4286ecfce55fed09cf0b4967a9658202a9

    SEEG dataset census used to select tasks.

  3. usesIn catFR1, theta increased and HFA decreased across list positions, but the HFA effect was smaller and position 1 dependent sci:sha256:324ee8b2bd39a1a5cec5dbbc57bbd00d5dd720744b70f3e88f4ca47da4c4e4ec

    catFR1 per-subject slopes are an input.

  4. usesPAL1 cued recall shows serial-position changes in SEEG band power without a change in recall sci:sha256:276915e2a2f6a02eba217c75f6bdc0618636803793f9c1dd5092d5690518e312

    PAL1 per-subject slopes and SOA check are inputs; we test the position-versus-time question that it left open.

  5. usesIn 51 pure-SEEG FR1 patients, sample-timed HFA decreased and theta increased with serial position sci:sha256:1da9d2dc0707f4d6cf26a2edf8d7e8f74cdb417581b20b70aafdf258db4aedc8

    FR1 per-subject sample-timed serial-position slopes are an input.

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