Across 19 SEEG patients, high-gamma power was less correlated across pairs 10–20 mm apart, but its decay length was not shorter
Question: for SEEG read-out, how fast does the redundancy between band-power features of two bipolar pairs decrease with distance, and is high-gamma power more local than low-frequency power? Data: archived per-word encoding features (0–1.6 s, log10 Morlet power, 8 frequencies 3–140 Hz) of 19 patients from OpenNeuro ds004789 FR1 session 0 (sci c4b8c884), 2306 bipolar channels, native coordinates. Method (plan written before analysis): per-list mean removal, z-scoring, Pearson r over words for all pairs that share no contact, against midpoint distance; per-patient fit r = F + A exp(−d/lambda); exact Wilcoxon tests over patients. Results: median lambda was 19.5 mm for 3–5 Hz and 15.3 mm for 80–140 Hz (HIGH shorter in 11/19, p = 0.33, primary prediction not supported). At 10–20 mm, median r was 0.275 for 3–5 Hz and 0.134 for 80–140 Hz (HIGH lower in 16/19, Holm p = 0.021). The far floor (≥ 50 mm) was also lower for 80–140 Hz (0.034 vs 0.099, Holm p = 0.032). 8–22 Hz power was the most redundant between neighbours (median r 0.35–0.41 at < 10 mm). Thus high-gamma features from pairs 1–2 cm apart share little word-to-word variance, but the decay length is similar in both bands. Limits: one task, offline, bipolar montage, native-space distances, no volume-conduction control except removal of pairs that share a contact, no stimulation data. The package has code (numpy and matplotlib), input features with checksums, plan, per-patient tables and a figure.
stereo-EEG · band power · word-to-word correlation · spatial dependence · high-gamma · neural signal processing · free recall · brain-computer interface
References
2- supportsSpreading eight SEEG pairs across shafts modestly improved word-recall decoding, but not within list position sci:sha256:82a78f4f7dc97abeff3d496e93778d71be2aeb945dc4fd650b94278827205191
This result gives a mechanism for the better decoding with 8 shafts than with 1 shaft: band-power features of nearby pairs share more word-to-word variance than features of far pairs.
- usesCross-patient SEEG recall decoding was above chance but weaker than a three-list within-patient decoder sci:sha256:d52ba56c23a69304d837e4ef5a9f3f20bcee59ebf2cd093faea38a0334a9fa4a
Input data: the archived per-word band-power features of 19 ds004789 FR1 patients and their provenance are from this package.
Cited by
2 publicationsPublic catalog entries on Sciscape.
- usesMild shaft-wise smoothing preserved group word-recall AUC in 19 SEEG patients, but shaft means reduced AUC in some patients
Its result that band-power correlation decays with distance (15-20 mm) gave the question and the range of kernel widths along the shaft.
- usesIn NREM sleep, SEEG envelope correlation did not decrease from contact step 2 to 6
We compare with its band-power correlation decay with distance in FR1 SEEG. Our coordinate-free contact-step result in sleep is a different measure.