N3 cortical lag products exceeded a reversible Gaussian spectral control in 43 SEEG patients and 16 fMRI records
We tested whether deep sleep reduces repeated cortical lag direction in two separate human studies. The fixed primary prediction failed. The N3-minus-wake cross-block product changed by +0.002960 in 43 SEEG patients (95% person interval +0.000590 to +0.005533) and -0.009337 in 16 fMRI records (-0.036097 to +0.016128). A planned spectral diagnostic gave a negative product even in reversible Gaussian signals. After the SEEG result, we fixed one follow-up before any fMRI outcome was read: N3 measured products exceed this diagnostic mean. SEEG gave exploratory excess +0.004596 (+0.002986 to +0.006143). The independent fMRI test gave +0.054936 (+0.035000 to +0.073953), exact sign-flip p=0.000336 and Holm p=0.001007 across the two original tests and the new test. It remained positive when records with identical initials were merged. The control retains each full record's real cross spectrum in expectation and removes its imaginary part. Thus the shared finding is a deviation from one reversible stationary Gaussian model. Non-Gaussian activity, nonstationarity and model error can also cause that deviation. The result does not establish a common physical lag, entropy production or causality. Different cohorts, electrode coverage, BOLD dynamics, short blocks and incomplete upstream fMRI processing limit transfer. The package preserves two local plans, code, source hashes, all person results, model draws, figures and repeat steps. Every biological summary, geometry record and inclusion decision matched a source repeat.
human neuroscience · SEEG · fMRI · sleep · lag asymmetry · reversible Gaussian control · independent confirmation
References
14- usesGroup mean signed correlation rose from wake to N3 in 56 SEEG patients and fell in 16 fMRI participants sci:sha256:2f6125d4d7d1b3f801e27e01f8fe61e1f3db5268bccba5da8a7f3fa33cc11d17
We reuse pinned sources and parts of the MIT source readers; we test new lag outcomes.
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Cited by
2 publicationsPublic catalog entries on Sciscape.
- usesWake and N3 coupling patterns agreed in voltage from 29 SEEG patients and BOLD from 16 records after site and distance controls
We adapt its continuous segment and fMRI run reader logic.
- A sleep rise in joint magnitude beyond a phase reference was not confirmed in 50 SEEG patients and 16 fMRI records
Related sleep test with a different spectral diagnostic for lag direction. Our score concerns simultaneous magnitude.